CRISPR, Twitter, 10/4/2022 6:02:18 PM, 282306


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CRISPR_2022-10-04_06-00-01.xlsx
CRISPR_2022-10-04_06-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 04, 2022
Short Description:
CRISPR via NodeXL https://bit.ly/3Cx4EPx
@naturebiotech
@jhmdrei
@yaireinhorn
@hubbucket
@nature
@twitter
@crisprtx
@geneticliteracy
@scribetx
@natimmunol

Top hashtags:
#crispr
#cancer
#biotech
#immune_evasion
#geneediting
#genomeediting
#jussitaipale
#biotechnology

Description:
Description
The graph represents a network of 7,561 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, 04 October 2022 at 13:10 UTC.

The requested start date was Tuesday, 04 October 2022 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, 2-hour, 4-minute period from Friday, 23 September 2022 at 21:55 UTC to Tuesday, 04 October 2022 at 00:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 7561
Unique Edges : 4754
Edges With Duplicates : 11774
Total Edges : 16528
Number of Edge Types : 5
Retweet : 4569
MentionsInRetweet : 6146
Replies to : 810
Mentions : 3138
Tweet : 1865
Self-Loops : 1931
Reciprocated Vertex Pair Ratio : 0.0264414676761794
Reciprocated Edge Ratio : 0.051520653654108
Connected Components : 1269
Single-Vertex Connected Components : 617
Maximum Vertices in a Connected Component : 2144
Maximum Edges in a Connected Component : 6621
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 5.98445
Graph Density : 0.00015416062235266
Modularity : 0.524805
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 7,561 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, 04 October 2022 at 13:10 UTC.

The requested start date was Tuesday, 04 October 2022 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, 2-hour, 4-minute period from Friday, 23 September 2022 at 21:55 UTC to Tuesday, 04 October 2022 at 00:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : CRISPR
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[45] https://www.wired.com/story/theres-new-proof-crispr-can-edit-genes-inside-human-bodies/
[24] https://www.eurekalert.org/news-releases/965472
[23] https://www.nature.com/articles/s41587-022-01473-1
[18] https://psychokitties.io/
[14] https://horizons.gc.ca/en/2020/02/20/from-crispr-to-prime-editor-the-evolution-of-gene-editing-abilities/
[14] https://interestingengineering.com/health/first-person-to-ever-be-treated-with-crispr-based-hiv-gene-therapy
[13] https://www.europeanpharmaceuticalreview.com/news/174534/first-patient-dosed-with-hiv-gene-therapy/
[12] https://www.biopharmadive.com/news/vertex-crispr-approval-filings-sickle-thalassemia-gene-editing/632754/
[11] https://www.fiercebiotech.com/biotech/sanofi-pays-scribe-25m-access-crispr-tools-writing-new-chapter-its-nk-cell-therapy-story
[11] https://www.biorxiv.org/content/10.1101/2021.11.10.468108v1

Top URLs in Tweet in G1:
[1] https://bgr.com/science/scientists-tricked-mosquitoes-into-delivering-vaccines-to-humans/

Top URLs in Tweet in G2:
[20] https://www.wired.com/story/theres-new-proof-crispr-can-edit-genes-inside-human-bodies/
[9] https://www.fiercebiotech.com/
[8] https://geneticliteracyproject.org/2022/09/16/crispr-is-10-a-decade-of-gene-editing-refinements-presents-new-ways-to-address-agricultural-diseases-thought-to-be-incurable/?utm_source=dlvr.it&utm_medium=twitter
[6] https://interestingengineering.com/health/first-person-to-ever-be-treated-with-crispr-based-hiv-gene-therapy
[6] https://medcitynews.com/2022/09/sanofi-turns-to-startup-scribe-to-crispr-edit-new-nk-cell-therapies-for-cancer/
[6] https://vote.lovieawards.com/PublicVoting?_ga=2.174679780.758038911.1663664758-218385424.1663664758#/2022/video/individual-video/science-education
[5] https://www.fiercebiotech.com/biotech/sanofi-pays-scribe-25m-access-crispr-tools-writing-new-chapter-its-nk-cell-therapy-story
[5] https://www.universmartphone.com/2022/09/22/theres-new-proof-crispr-can-edit-genes-inside-human-bodies/
[5] 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
[4] https://www.scienceboard.net/index.aspx?sec=sup&sub=gen&pag=dis&ItemID=4770

Top URLs in Tweet in G3:
[16] https://www.nature.com/articles/s41587-022-01473-1
[9] https://www.statnews.com/2022/09/20/new-crispr-startup-drawing-big-name-backers-seeks-to-fix-diseases-caused-by-large-dna-errors/?utm_content=buffer99850&utm_medium=social&utm_source=twitter&utm_campaign=twitter_organic
[8] https://investors.vrtx.com/news-releases/news-release-details/vertex-and-crispr-therapeutics-announce-global-exa-cel
[8] https://Pharm2Market.app
[7] https://www.businesswire.com/news/home/20220927005568/en/Scribe-Therapeutics-Announces-Research-Collaboration-with-Sanofi-to-Accelerate-Breakthrough-CRISPR-based-Cell-Therapies-for-Cancer
[7] https://www.genengnews.com/topics/genome-editing/crispr-technology-turns-10-rises-to-new-challenges/
[6] https://www.statnews.com/2022/09/21/after-early-wins-crispr-gene-editing-is-about-to-get-a-lot-harder/?utm_content=buffer00729&utm_medium=social&utm_source=twitter&utm_campaign=twitter_organic
[6] https://www.fiercebiotech.com/biotech/sanofi-pays-scribe-25m-access-crispr-tools-writing-new-chapter-its-nk-cell-therapy-story
[6] https://www.genengnews.com/topics/genome-editing/sanofi-scribe-launch-up-to-1b-crispr-based-cancer-nk-cell-therapy-collaboration/
[6] https://theintercept.com/2022/09/28/cia-extinction-woolly-mammoth-dna/?mc_cid=5689b8dc6f&mc_eid=d63e057ad6

Top URLs in Tweet in G4:
[6] https://www.nature.com/articles/s41587-022-01473-1
[4] https://www.biorxiv.org/cgi/content/short/2022.09.23.509258v1
[3] https://stemcellnetwork.ca/training/workshops/drug-discovery-in-stem-cell-and-organoid-models/
[3] https://www.nature.com/articles/s41587-022-01444-6
[2] https://www.science.org/doi/10.1126/science.add5064?utm_campaign=SciMag&utm_source=Social&utm_medium=Twitter
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-022-01473-1
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41590-022-01315-x
[1] https://genome.cshlp.org/content/early/2022/09/30/gr.276901.122.abstract?papetoc
[1] https://www.fiercebiotech.com/biotech/gene-editing-execs-reflect-promises-and-challenges-crispr-celebrates-10-year-anniversary
[1] https://www.nature.com/articles/s41375-022-01697-9

Top URLs in Tweet in G5:
[2] https://twitter.com/Loz89195232/status/1575261857166036992
[1] https://www.youtube.com/watch?v=OqTSuROSsXw&feature=youtu.be

[1] https://www.youtube.com/watch?v=uKJQSuN9iTA&feature=youtu.be

[1] https://www.youtube.com/watch?v=xs7nqfIf53o&feature=youtu.be

[1] https://rarible.com/token/solana/9iinepANDzZvwP7sG25YmVMCnSwLBbPtLZHN2X77ARXA
[1] https://twitter.com/decentraland_v/status/1576466791349379073
[1] https://twitter.com/Ness_Graphics_v/status/1576477511881748485
[1] https://twitter.com/SpottieWlFi/status/1576107679163961344
[1] https://twitter.com/_ChainSawNFT/status/1576454582548705281
[1] https://twitter.com/cryptoadzNFT_/status/1576472072271712256

Top URLs in Tweet in G7:
[6] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fwissen%2F2022-09%2Fcrispr-zulassung-eu-gruene-saatgutindustrie
[2] https://euobserver.com/health-and-society/156174
[2] https://www.gentechfrei.ch/index.php?option=com_content&view=article&id=3246:ggn-490-1-crispr-pourrait-declencher-la-mort-cellulaire-de-certains-genes&catid=115&lang=fr
[1] https://geneticliteracyproject.org/2022/10/03/crispr-co-creator-emmanuelle-charpentier-studying-microbes-can-solve-some-of-the-biggest-problems-facing-humanity-including-how-our-metabolisms-and-brains-work/
[1] https://geneticliteracyproject.org/2022/09/29/podcast-crispr-cas13-gene-editing-eye-transplants-sex-might-drive-our-athletic-and-artistic-ability/?utm_medium=Social&utm_source=Twitter#Echobox=1664477074-1
[1] https://geneticliteracyproject.org/2022/09/29/podcast-crispr-cas13-gene-editing-eye-transplants-sex-might-drive-our-athletic-and-artistic-ability/?utm_medium=Social&utm_source=Twitter#Echobox=1664477074-2
[1] https://geneticliteracyproject.org/2022/08/22/new-biotech-weapon-in-fighting-global-hunger-nanoparticles-that-can-carry-crispr-gene-editing-into-plant-cells/?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1664079683
[1] https://geneticliteracyproject.org/2022/09/22/crispr-is-revolutionizing-agriculture-but-modifying-fruit-remains-challenging-heres-how-scientists-are-working-to-overcome-that-barrier/?utm_medium=Social&utm_source=Twitter#Echobox=1663900594-1
[1] https://www.google.es/imgres?imgurl=https://d3i71xaburhd42.cloudfront.net/3ffbb4c82a48f8070dd3832057e22792753f908b/3-Figure1-1.png&imgrefurl=https://www.semanticscholar.org/paper/CRISPR%252FCas-Genome-Editing-and-Precision-Plant-in-Chen-Wang/502f78274a674833ff9f5d1816f00f5ee42b3e87&tbnid=Bo_GYyDxpwFGHM&vet=1&docid=pTeUZ3GQDoJPQM&w=1266&h=658&hl=de-es&source=sh/x/im
[1] https://twitter.com/rishityag/status/1574583095432314881

Top URLs in Tweet in G9:
[10] https://www.biorxiv.org/content/10.1101/2021.11.10.468108v1
[3] https://www.uni-marburg.de/de/aktuelles/news/2022/crispr-cas-gen-hemmung-statt-gen-schere
[2] https://www.nature.com/articles/doi:10.1038/s41564-022-01229-2.epdf?sharing_token=hArgucOVo7cEfCW5DsiGhtRgN0jAjWel9jnR3ZoTv0PpHFWoX8rqDtPPjV3vUD2UDiqa1H0KnnZhHYl5Cs2ps_PAlmnjcCQsYQe1mH7zQY6TKpm3e-UWQ5cn7jSwyQPPJ4jr5OHt23tjF3h738M0g_81xsHE6WkSB9CuinREKR4%3D
[2] https://ashpublications.org/blood/article/140/11/1291/485707/Whole-genome-CRISPR-screening-identifies-N
[2] https://gu-se.zoom.us/webinar/register/WN_KlnV8J7tQ02wCi-ilF5uqQ
[2] https://twitter.com/randaulab/status/1575532830402433025
[2] https://tweetedtimes.com/v/11312
[2] https://www.eurekalert.org/news-releases/965472
[1] https://twitter.com/ProteoFrankie/status/1576902470093066240
[1] https://www.nature.com/articles/s41467-022-33504-5

Top URLs in Tweet in G10:
[9] https://phys.org/news/2022-09-multiplex-gene-rapidly-customizes-tomato.html?fbclid=IwAR25SLj_l0GsPzOGpZxJGiljui3vU_zhqRFezLgYWTjcTebV92HS0myaOKE
[4] https://nih.zoomgov.com/webinar/register/WN_379bc2lDROO2SakD1AeQEw
[3] https://www.chilebio.cl/2022/09/22/autoridad-regulatoria-de-brasil-aprueba-una-soja-editada-geneticamente-para-eliminar-factores-anti-nutricionales/
[2] https://www.chilebio.cl/2022/09/17/quien-le-teme-a-los-cultivos-editados-geneticamente-reino-unido-podria-dar-un-ejemplo-mundial-aprobando-esta-tecnologia/
[2] https://www.chilebio.cl/2022/09/06/crispr-y-la-bomba-de-mostaza-llega-la-nueva-generacion-de-ensaladas-mas-ricas-y-saludables/
[2] https://www.vozpopuli.com/next/crispr-ancestral-cas9.html
[1] https://www.chilebio.cl/2019/04/10/colombia-desarrollan-el-tomate-mas-pequeno-del-mundo-para-cultivo-espacial/
[1] https://www.chilebio.cl/2022/09/01/utilizando-crispr-para-activar-genes-antiguos-una-startup-busca-desarrollar-un-arroz-que-crece-en-el-mar/
[1] https://www.chilebio.cl/2022/09/19/utilizan-crispr-para-desarrollar-arroz-apto-para-pacientes-con-fenilcetonuria-y-enfermedad-renal/amp/
[1] https://geneticliteracyproject.org/2022/09/29/podcast-crispr-cas13-gene-editing-eye-transplants-sex-might-drive-our-athletic-and-artistic-ability/

Top Domains
Top Domains in Tweet in Entire Graph:
[223] twitter.com
[111] nature.com
[73] wired.com
[63] youtube.com
[44] biorxiv.org
[40] nih.gov
[37] fiercebiotech.com
[33] statnews.com
[31] genengnews.com
[27] eurekalert.org

Top Domains in Tweet in G1:
[1] bgr.com

Top Domains in Tweet in G2:
[58] twitter.com
[32] wired.com
[24] fiercebiotech.com
[20] nih.gov
[15] interestingengineering.com
[13] nature.com
[13] youtube.com
[11] careerarc.com
[10] stocktitan.net
[9] geneticliteracyproject.org

Top Domains in Tweet in G3:
[27] statnews.com
[26] twitter.com
[24] nature.com
[20] genengnews.com
[10] vrtx.com
[8] endpts.com
[8] fiercebiotech.com
[8] pharm2market.app
[7] crisprtx.com
[7] businesswire.com

Top Domains in Tweet in G4:
[20] nature.com
[7] biorxiv.org
[6] twitter.com
[3] stemcellnetwork.ca
[2] science.org
[1] cshlp.org
[1] fiercebiotech.com
[1] acs.org
[1] doi.org
[1] asm.org

Top Domains in Tweet in G5:
[26] twitter.com
[3] youtube.com
[1] rarible.com

Top Domains in Tweet in G7:
[9] zeit.de
[8] geneticliteracyproject.org
[4] twitter.com
[2] greens-efa.eu
[2] euobserver.com
[2] gentechfrei.ch
[1] google.es
[1] ucsd.edu
[1] phys.org
[1] theintercept.com

Top Domains in Tweet in G9:
[11] biorxiv.org
[7] twitter.com
[6] nature.com
[3] uni-marburg.de
[3] tweetedtimes.com
[2] ashpublications.org
[2] zoom.us
[2] eurekalert.org
[2] aiche.org
[1] acs.org

Top Domains in Tweet in G10:
[10] chilebio.cl
[9] phys.org
[4] geneticliteracyproject.org
[4] zoomgov.com
[3] naukas.com
[2] cell.com
[2] vozpopuli.com
[1] genomeweb.com
[1] acmgen.org
[1] skepticus.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1012] crispr
[93] cancer
[70] biotech
[65] immune_evasion
[61] geneediting
[58] genomeediting
[50] jussitaipale
[34] biotechnology
[34] hiv
[29] technology



Top Hashtags in Tweet in G2:
[92] crispr
[18] biotechnology
[12] dna
[11] sanofi
[10] biotech
[9] gene
[9] geneediting
[9] genome
[8] covid19
[7] news

Top Hashtags in Tweet in G3:
[286] crispr
[34] biotech
[30] geneediting
[17] genetherapy
[16] cancer
[16] postdoc
[16] metagenomics
[14] genomics
[13] genomeediting
[13] celltherapy

Top Hashtags in Tweet in G4:
[111] crispr
[64] cancer
[56] immune_evasion
[45] jussitaipale
[6] rolandrad
[4] twim
[3] crispr22
[3] stemcells
[3] organoidmodels
[3] crispr101

Top Hashtags in Tweet in G5:
[4] nft
[2] artificialintelligence
[2] art
[2] ai
[1] artist
[1] nftcommunity
[1] crypto
[1] artists
[1] artificial_intelligence
[1] nfts

Top Hashtags in Tweet in G7:
[51] crispr
[36] genomeediting
[16] neuegentechnik
[8] gentechnik
[6] kilmakatastrophe
[6] klimakrise
[6] wissenschaft
[4] siegelandbenjamin
[2] ag
[2] agri

Top Hashtags in Tweet in G8:
[1] worldcottonday
[1] icac_cotton
[1] cottonforgood
[1] cottonresearch

Top Hashtags in Tweet in G9:
[31] crispr
[13] embark2022
[4] immune_evasion
[4] cancer
[3] nanoguneseminars
[2] transposon
[2] nanobiotechnology
[2] amr
[1] cryoem
[1] latininstem

Top Hashtags in Tweet in G10:
[53] crispr
[13] correspondence
[11] arroz
[6] plantas
[5] viernesdememe
[3] biotecnología
[3] editandogenes
[2] brasil
[2] soja
[2] cambioclimatico

Top Words
Top Words in Tweet in Entire Graph:
[3918] crispr
[1253] medicine
[1215] science
[1140] translational
[1133] crisprを使用し
[1133] 蚊に遺伝子操作されたマラリア原虫を搭載させ
[1133] 被験者への
[1133] 成分送達
[1132] このたび
[1132] 英国で進められている臨床試験の結果が

Top Words in Tweet in G1:
[1132] このたび
[1132] 英国で進められている臨床試験の結果が
[1132] science
[1132] translational
[1132] medicine
[1132] 誌に掲載された
[1132] crisprを使用し
[1132] 蚊に遺伝子操作されたマラリア原虫を搭載させ
[1132] 被験者への
[1132] 成分送達

Top Words in Tweet in G2:
[634] crispr
[125] gene
[124] editing
[92] #crispr
[77] cell
[76] cas9
[70] therapeutics
[59] therapy
[54] based
[50] human

Top Words in Tweet in G3:
[350] crispr
[285] #crispr
[106] editing
[101] cell
[98] sanofi
[85] therapy
[76] based
[73] crisprtx
[71] doudna_lab
[65] scribetx

Top Words in Tweet in G4:
[357] crispr
[141] vivo
[139] screens
[128] paper
[114] naturebiotech
[111] #crispr
[110] latest
[96] happy
[93] work
[88] cancer

Top Words in Tweet in G5:
[30] crispr_art
[10] whitelist
[9] wl
[4] #nft
[4] nfts
[4] stephenbida2
[4] mr_lato1
[4] papmants
[3] bitsons
[3] solana

Top Words in Tweet in G6:
[274] ogm
[274] faire
[273] savez
[273] depuis
[273] reglement
[273] concernant
[273] été
[273] modifié
[273] passer
[273] injections

Top Words in Tweet in G7:
[83] die
[63] interests
[51] #crispr
[39] plantevolution
[39] lobby
[36] #genomeediting
[36] greensefa
[33] lies
[33] libel
[33] generally

Top Words in Tweet in G8:
[162] talens
[162] zfns
[162] crispr
[162] cas9
[162] important
[162] genome
[162] editing
[162] tools
[162] utilized
[162] possible

Top Words in Tweet in G9:
[153] crispr
[99] type
[91] cas
[87] rna
[87] targeting
[56] systems
[45] naturerevmicro
[45] review
[40] iii
[37] colleagues

Top Words in Tweet in G10:
[93] crispr
[71] scientists
[68] technology
[53] #crispr
[41] use
[38] genome_gov
[35] editing
[34] precisely
[34] edit
[34] dna

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1133] crisprを使用し,蚊に遺伝子操作されたマラリア原虫を搭載させ
[1133] 蚊に遺伝子操作されたマラリア原虫を搭載させ,被験者への
[1133] 被験者への,成分送達
[1132] このたび,英国で進められている臨床試験の結果が
[1132] 英国で進められている臨床試験の結果が,science
[1132] science,translational
[1132] translational,medicine
[1132] medicine,誌に掲載された
[1132] 誌に掲載された,crisprを使用し
[1132] 成分送達,に成功した

Top Word Pairs in Tweet in G1:
[1132] このたび,英国で進められている臨床試験の結果が
[1132] 英国で進められている臨床試験の結果が,science
[1132] science,translational
[1132] translational,medicine
[1132] medicine,誌に掲載された
[1132] 誌に掲載された,crisprを使用し
[1132] crisprを使用し,蚊に遺伝子操作されたマラリア原虫を搭載させ
[1132] 蚊に遺伝子操作されたマラリア原虫を搭載させ,被験者への
[1132] 被験者への,成分送達
[1132] 成分送達,に成功した

Top Word Pairs in Tweet in G2:
[82] gene,editing
[69] crispr,cas9
[57] crispr,therapeutics
[33] crispr,cas
[31] crispr,based
[30] crispr,edit
[28] crispr,gene
[24] edit,genes
[23] inside,human
[23] using,crispr

Top Word Pairs in Tweet in G3:
[51] gene,editing
[44] exa,cel
[38] fda,granted
[38] crispr,design
[38] design,platform
[37] sickle,cell
[34] crispr,based
[31] crispr,method
[28] pleased,announce
[28] platform,enable

Top Word Pairs in Tweet in G4:
[138] vivo,crispr
[138] crispr,screens
[82] immune,evasion
[80] screens,reveal
[80] reveal,landscape
[80] landscape,immune
[80] evasion,pathways
[80] pathways,cancer
[76] wonderful,paper
[76] paper,resource

Top Word Pairs in Tweet in G5:
[4] crispr_art,stephenbida2
[4] stephenbida2,mr_lato1
[4] mr_lato1,papmants
[2] nfts,opensea
[2] themselves,bitsols
[2] immersion,cooling
[2] mamatraxdcl,ladylena_br
[2] ladylena_br,narg0th
[2] narg0th,multinft
[2] multinft,apes3d

Top Word Pairs in Tweet in G6:
[273] savez,depuis
[273] depuis,reglement
[273] reglement,concernant
[273] concernant,ogm
[273] ogm,été
[273] été,modifié
[273] modifié,faire
[273] faire,passer
[273] passer,injections
[273] injections,arnm

Top Word Pairs in Tweet in G7:
[36] #genomeediting,#crispr
[33] #crispr,lies
[33] lies,libel
[33] libel,greensefa
[33] greensefa,interests
[33] interests,generally
[33] generally,disclosed
[33] disclosed,discussions
[32] plantevolution,#genomeediting
[30] academics,biotech

Top Word Pairs in Tweet in G8:
[162] talens,zfns
[162] zfns,crispr
[162] crispr,cas9
[162] cas9,important
[162] important,genome
[162] genome,editing
[162] editing,tools
[162] tools,utilized
[162] utilized,possible
[162] possible,reduction

Top Word Pairs in Tweet in G9:
[90] crispr,cas
[87] rna,targeting
[52] cas,systems
[47] targeting,crispr
[40] targeting,type
[40] type,iii
[40] iii,type
[40] type,crispr
[36] systems,brouns
[36] brouns,beljouw

Top Word Pairs in Tweet in G10:
[34] crispr,technology
[34] technology,scientists
[34] scientists,use
[34] use,precisely
[34] precisely,edit
[34] edit,dna
[34] dna,living
[34] living,organisms
[34] organisms,scientists
[34] scientists,adapted

Top Replied-To
Top Replied-To in Entire Graph:
@crispr_gndm
@a______y______
@crispr_mote
@newstranslate13
@johndoench
@nicar303
@tudatttu
@biotech2k1
@xxx_yu_ok
@crispr_caze9

Top Replied-To in G2:
@brujulanoticias
@bloombergfeed
@thehumanhackers
@nanoputty

Top Replied-To in G3:
@biotech2k1
@crisprtalk
@geneinvesting
@zhaoweiasu
@ucsf
@hassanaesthetic
@sanofi
@yaireinhorn
@arsenalbio
@canuckssupport1

Top Replied-To in G4:
@grunewaju
@naturebiotech
@kazu_maeshima
@nchembio

Top Replied-To in G5:
@crispr_art
@hustlemillenial
@hurric4n3ike
@sharkanth0ny
@djtraxnft
@darkfuegolord

Top Replied-To in G6:
@banounhelene
@euagri

Top Replied-To in G7:
@durocyann
@wienerofficial
@latlanh86
@martinreich5
@beyond_ideology
@francois_parcy
@greensefa
@isawiewardas
@eliasp
@maskedfarmer

Top Replied-To in G9:
@uni_mr

Top Replied-To in G10:
@lluismontoliu

Top Mentioned
Top Mentioned in Entire Graph:
@jhmdrei
@annette_lexa
@naturebiotech
@drmanojpuniya
@techinsider
@animalroyale
@scribetx
@ncieytanruppin
@na
@crisprtx

Top Mentioned in G1:
@jhmdrei

Top Mentioned in G2:
@danjfox
@chef_robin_my_d
@cmencke
@futurasante
@allentien
@tradinglounge
@cyrilpedia
@daring35991901
@newmediacast

Top Mentioned in G3:
@scribetx
@crisprtx
@sanofi
@naturebiotech
@igisci
@doudna_lab
@banfieldlab
@genbio
@vertexpharma
@em

Top Mentioned in G4:
@naturebiotech
@ncieytanruppin
@na
@genomeresearch
@claudiakutter
@jounglab
@natimmunol
@grunewaju
@paivipihlajamaa
@sahu_b

Top Mentioned in G5:
@crispr_art
@stephenbida2
@mr_lato1
@papmants
@mamatraxdcl
@ladylena_br
@narg0th
@multinft
@apes3d
@voxboardsnft

Top Mentioned in G6:
@annette_lexa

Top Mentioned in G7:
@plantevolution
@greensefa
@nina_holland
@epsoeurope
@wienerofficial
@geneticliteracy
@berninger71
@global2000
@corporateeurope
@zeitonline

Top Mentioned in G8:
@drmanojpuniya

Top Mentioned in G9:
@naturerevmicro
@randaulab
@proteofrankie
@petergm24
@embark_jpiamr
@naturemicrobiol
@hauryliuk
@natureportfolio
@uni_mr

Top Mentioned in G10:
@genome_gov
@chilebio_ag
@lluismontoliu
@mplantpcom
@lucapinello
@agbioworld
@rosapar42508549
@fundacionantama
@klmohlke
@ibmcp

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@jornalistavitor
@alerttrade
@gambiste1
@stigmabaseo
@collegemenfess
@crweworld
@jacekwierzbicki
@bitcoinagile
@_redfrog

Top Tweeters in G1:
@lebleudeciel38
@sachin55476477
@riki26287444
@loveashxxx
@tobae666
@ponyoponyossyi
@nihonjintamasii
@t0biucnd96u3nlf
@yasuharusaitoh
@cmg4afguurrikue

Top Tweeters in G2:
@pulpnews
@stigmabaseo
@crweworld
@jacekwierzbicki
@bitcoinagile
@flashalert_me
@prpnews
@yasu_yasuno_sa
@wzbc_live
@stigmabasef

Top Tweeters in G3:
@gambiste1
@vonrosenchild
@markplackett1
@calcaware
@wsj
@hubbucket
@monitor_ph
@techcrunch
@jerviscapital
@globalbizdynam1

Top Tweeters in G4:
@jornalistavitor
@waweru
@ayirpelle
@sararose2480
@janasainikudu5
@akkaufman
@skatiq3
@legalezra
@cicciopuz
@thartman2u

Top Tweeters in G5:
@_gymrat_
@xgiftss
@fltm_jnzn
@mattdoogue
@sharkanth0ny
@mattkhouser
@fanola_
@baelal2444
@dmpviews
@hurric4n3ike

Top Tweeters in G6:
@mazenod10
@albi2103
@4litanglilou67
@planet211180
@jeanclaudepeyra
@avril_sylvie
@jackimbe
@debrouille92
@myriamjerome
@grobisr

Top Tweeters in G7:
@_redfrog
@chrisbrey1
@net2ayurveda
@schmidtlepp
@krakramille
@zeitonline
@electroheinz
@davepermen
@miquelnotari
@nudibranche07

Top Tweeters in G8:
@btsverse7
@sahdevaakanksha
@anchals40295827
@muskant64704721
@smritideka1230
@sakshis36237390
@aasthapandit12
@sanvi_sood
@panwarsurbhi95
@ritika_sankhyan

Top Tweeters in G9:
@msep0003
@gladeolie
@andersj822010
@argosbiotech
@chenected
@t2438
@alisolaxay
@cyclingdoctor
@seemsantoyo
@asmicrobiology

Top Tweeters in G10:
@411emilio
@kaluapiscis
@geographerdc
@mthoodmood
@manzanillamiel5
@jmmulet
@aberron
@mbonfil_65
@omarjayyan
@piamonte


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