CRISPR, Twitter, 12/6/2022 8:06:37 PM, 285666


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CRISPR_2022-12-06_06-00-01.xlsx
CRISPR_2022-12-06_06-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2022
Short Description:
CRISPR via NodeXL https://bit.ly/3P7jLEb
@jgooten
@naturebiotech
@nature
@barelybook
@genbio
@elonmusk
@crisprtalk
@ap_mahonen
@erictopol
@crisprglenn

Top hashtags:
#crispr
#genomeediting
#gmo
#dna
#geneediting
#biotech
#genetics
#machinelearning
#cancer
#genomics

Description:
Description
The graph represents a network of 8,008 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, 06 December 2022 at 14:19 UTC.

The requested start date was Tuesday, 06 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 11-day, 0-hour, 8-minute period from Friday, 25 November 2022 at 00:46 UTC to Tuesday, 06 December 2022 at 00:55 UTC.

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

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

The graph is directed.

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

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


Author Description


Overall Graph Metrics
Vertices : 8008
Unique Edges : 5953
Edges With Duplicates : 9852
Total Edges : 15805
Number of Edge Types : 5
Retweet : 4004
MentionsInRetweet : 5504
Tweet : 2037
Replies to : 1112
Mentions : 3148
Self-Loops : 2116
Reciprocated Vertex Pair Ratio : 0.0239749826268242
Reciprocated Edge Ratio : 0.0468272819816763
Connected Components : 1658
Single-Vertex Connected Components : 900
Maximum Vertices in a Connected Component : 3446
Maximum Edges in a Connected Component : 9157
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.637218
Graph Density : 0.00013788197564893
Modularity : 0.563048
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 8,008 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, 06 December 2022 at 14:19 UTC.

The requested start date was Tuesday, 06 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 11-day, 0-hour, 8-minute period from Friday, 25 November 2022 at 00:46 UTC to Tuesday, 06 December 2022 at 00:55 UTC.

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

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

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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[112] https://news.mit.edu/2022/crispr-gene-editing-dna-1124
[109] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-03837-8
[91] https://www.statnews.com/2022/11/29/after-prison-crispr-babies-scientist-is-attempting-comeback/
[56] https://horizons.gc.ca/en/2020/02/20/from-crispr-to-prime-editor-the-evolution-of-gene-editing-abilities/
[56] https://phys.org/news/2022-11-crispr-based-tool-inserts-large-dna.html
[52] https://www.scientificamerican.com/article/in-first-scientists-use-crispr-for-personalized-cancer-treatment/?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1669538699
[47] https://phys.org/news/2022-11-thousands-phages-crispr-gene.html
[47] https://www.medicalnewstoday.com/articles/cancer-single-step-crispr-treatment-may-provide-lifelong-protection
[43] https://newatlas.com/biology/paste-crispr-gene-editing-tool/
[33] https://www.cell.com/cell/fulltext/S0092-8674(22)01359-9

Top URLs in Tweet in G1:
[48] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-03837-8
[44] https://news.mit.edu/2022/crispr-gene-editing-dna-1124
[26] https://www.medicalnewstoday.com/articles/cancer-single-step-crispr-treatment-may-provide-lifelong-protection
[22] https://www.statnews.com/2022/11/29/after-prison-crispr-babies-scientist-is-attempting-comeback/
[20] https://phys.org/news/2022-11-crispr-based-tool-inserts-large-dna.html
[13] https://newatlas.com/biology/paste-crispr-gene-editing-tool/
[10] https://phys.org/news/2022-11-thousands-phages-crispr-gene.html
[9] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-022-01527-4
[8] https://phys.org/news/2022-11-function-crispr-gene-scissors-protein.html
[7] https://www.science.org/content/article/crispr-s-ancestry-problem-misses-cancer-targets-those-african-descent?cookieSet=1

Top URLs in Tweet in G2:
[21] https://phys.org/news/2022-11-crispr-based-tool-inserts-large-dna.html
[18] https://newatlas.com/biology/paste-crispr-gene-editing-tool/
[17] https://www.genengnews.com/topics/genome-editing/paste-expands-crispr-toolbox-by-inserting-large-pieces-of-dna/
[16] https://www.genengnews.com/topics/genome-editing/crispr-replaces-immune-receptors-in-personalized-cancer-cell-therapy/
[11] https://phys.org/news/2022-11-thousands-phages-crispr-gene.html
[8] https://doi.org/10.1016/J.CELL.2022.10.020
[8] https://www.cell.com/cell/fulltext/S0092-8674(22)01421-0?rss=yes&utm_source=dlvr.it&utm_medium=twitter
[6] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-03837-8
[6] https://www.medicalnewstoday.com/articles/cancer-single-step-crispr-treatment-may-provide-lifelong-protection
[5] https://news.mit.edu/2022/crispr-gene-editing-dna-1124

Top URLs in Tweet in G3:
[23] https://www.cell.com/molecular-cell/fulltext/S1097-2765(22)01065-6?rss=yes&utm_source=dlvr.it&utm_medium=twitter
[15] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-022-05571-7
[14] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-03837-8
[10] https://www.nature.com/articles/d41586-022-03837-8?error=cookies_not_supported&code=c274e330-c08a-4205-a1ec-90fb600e81c8&utm_medium=Social&utm_campaign=nature&utm_source=Twitter#Echobox=1669221952-1
[7] https://innovativegenomics.org/news/new-compact-genome-editors-found-in-viruses/
[4] https://fundacion-antama.org/tecnologias-crispr-para-obtener-cultivos-tolerantes-a-la-sal/
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-022-01527-4
[3] https://twinybots.ch/
[3] https://megacourses.net/teaching-academics/100off-crispr-cas9-technology/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://www.sasbdb.org/project/1867/

Top URLs in Tweet in G4:
[5] https://newatlas.com/biology/paste-crispr-gene-editing-tool/
[3] https://www.isaaa.org/resources/publications/briefs/56/default.asp
[3] https://phys.org/news/2022-09-multiplex-gene-rapidly-customizes-tomato.html?fbclid=IwAR25SLj_l0GsPzOGpZxJGiljui3vU_zhqRFezLgYWTjcTebV92HS0myaOKE
[2] https://phys.org/news/2022-11-thousands-phages-crispr-gene.html
[2] https://innovativegenomics.org/crisprpedia/crispr-in-agriculture/
[2] https://www.nature.com/articles/d41586-022-03837-8?utm_source=Nature+Briefing&utm_campaign=d61ca4bd3d-briefing-dy-20221124&utm_medium=email&utm_term=0_c9dfd39373-d61ca4bd3d-43978793
[2] https://www.medicalnewstoday.com/articles/cancer-single-step-crispr-treatment-may-provide-lifelong-protection
[1] https://www.transgen.de/forschung/2863.orphan-crops-tef-cassava-nutzpflanzen-afrika-klimawandel-crispr.html
[1] https://www.transgen.de/forschung/2807.weizen-pilztoleranz-pilton-crispr.html
[1] https://www.transgen.de/forschung/2665.crispr-genome-editing-biotechnologie-pflanzenschutz.html

Top URLs in Tweet in G5:
[50] https://www.statnews.com/2022/11/29/after-prison-crispr-babies-scientist-is-attempting-comeback/
[18] http://ipscell.com/2022/11/he-jiankui-says-hes-back-in-the-lab-after-prison-for-crispr-babies/
[5] https://www.statnews.com/2022/11/29/after-prison-crispr-babies-scientist-is-attempting-comeback/?utm_campaign=twitter_organic&utm_source=twitter&utm_medium=social
[4] https://www.scienceboard.net/index.aspx?sec=sup&sub=gen&pag=dis&ItemID=5048
[4] https://www.statnews.com/2022/11/17/editas-facing-another-setback-halts-development-on-first-clinical-crispr-program/
[3] https://www.healio.com/news/hematology-oncology/20221115/first-crisprbased-cell-therapy-to-use-gene-replacement-feasible-safe-for-solid-tumors
[3] https://www.medicalnewstoday.com/articles/cancer-single-step-crispr-treatment-may-provide-lifelong-protection
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-022-05531-1
[2] https://wonderfulengineering.com/a-new-crispr-cancer-treatment-has-been-tested-on-humans-for-the-first-time-and-the-results-are-promising/
[2] https://www.wired.com/story/crispr-personalized-cancer-therapy/

Top URLs in Tweet in G6:
[4] https://thewashingtonstandard.com/bombshell-moderna-chief-medical-officer-admits-mrna-alters-dna/
[3] https://www.youtube.com/watch?v=KykcaQUi430&feature=youtu.be

[2] https://phys.org/news/2022-11-crispr-based-tool-inserts-large-dna.html
[2] https://www.drugtargetreview.com/article/106588/five-recent-crispr-drug-target-discoveries/
[2] https://www.news-medical.net/news/20221124/New-CRISPR-based-tool-can-snip-out-faulty-genes-and-replace-them-with-new-ones.aspx
[2] https://www.genengnews.com/topics/genome-editing/paste-expands-crispr-toolbox-by-inserting-large-pieces-of-dna/
[1] https://www.youtube.com/watch?v=ul1DewYEOyQ&feature=youtu.be

[1] https://www.youtube.com/watch?v=T4-DMKNT7xI&pbjreload=102

[1] https://www.pinterest.co.uk/pin/649081365018516543/
[1] https://www.youtube.com/watch?v=kktACRnHTl8&feature=youtu.be


Top URLs in Tweet in G7:
[3] https://fineartamerica.com/featured/global-byte-crispr-art.html
[2] https://fineartamerica.com/featured/dragonspy-crispr-art.html
[2] https://fineartamerica.com/featured/keironbot-crispr-art.html
[2] https://fineartamerica.com/featured/broghan-c3-crispr-art.html
[2] https://fineartamerica.com/featured/unified-machine-crispr-art.html
[2] https://fineartamerica.com/featured/info-collector-bot-526-crispr-art.html
[2] https://fineartamerica.com/featured/bonumibot-7-crispr-art.html
[2] https://fineartamerica.com/featured/deadly-compiler-emulator-crispr-art.html
[2] https://twitter.com/OthersideMeta_o/status/1596071471897792513
[2] https://twitter.com/PRguitarman_o/status/1595693118816649218

Top URLs in Tweet in G8:
[56] https://horizons.gc.ca/en/2020/02/20/from-crispr-to-prime-editor-the-evolution-of-gene-editing-abilities/
[3] https://horizons.gc.ca/en/2021/07/29/what-is-the-biodigital-convergence/
[2] https://innovativegenomics.org/projects/crispr-based-dna-vaccine-enhancer-covid-19/
[1] https://twitter.com/pknoepfler/status/1597633276998344704
[1] https://horizons.gc.ca/en/2020/03/09/forever-and-ever-3d-printed-magnetic-liquids/
[1] https://zenodo.org/record/6210570
[1] http://ipscell.com/2022/11/he-jiankui-says-hes-back-in-the-lab-after-prison-for-crispr-babies/
[1] https://twitter.com/panoptisean/status/1599433236341346304
[1] https://twitter.com/user/status/1598316786960711680
[1] https://twitter.com/user/status/1598387643150004224

Top URLs in Tweet in G9:
[1] https://twitter.com/NicolasPichot6/status/1583285139844407296?s=20&t=73NtgUE-Fhx6OcWixEpcfw

Top URLs in Tweet in G10:
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-03837-8
[2] https://twitter.com/mammothbiosci/status/1599771857934520320
[2] https://www.technologyreview.com/2019/02/21/137309/the-crispr-twins-had-their-brains-altered/
[1] https://www.businesswire.com/news/home/20221205005169/en/Mammoth-Biosciences-Announces-Appointment-of-Phil-Tinmouth-Siang-Chin-to-Key-Leadership-Roles
[1] https://twitter.com/KeithEv84928885/status/1598698685386305537?t=CI15JcONDAF_QyKJAwEcaw&s=19
[1] https://www.nature.com/articles/srep19176#Fig2
[1] https://www.biorxiv.org/content/10.1101/708404v1
[1] https://www.fiercebiotech.com/research/crispr-pioneer-feng-zhang-s-latest-work-delivers-mrna-gene-therapy-human-protein
[1] https://patents.justia.com/patent/10702600#description
[1] https://twitter.com/KeithEv84928885/status/1596256002277531649?t=6FSC2HNxSt_kD4c_ya0NIA&s=19

Top Domains
Top Domains in Tweet in Entire Graph:
[267] twitter.com
[263] nature.com
[144] phys.org
[120] mit.edu
[110] statnews.com
[90] science.org
[89] cell.com
[63] genengnews.com
[61] gc.ca
[60] scientificamerican.com

Top Domains in Tweet in G1:
[78] nature.com
[67] twitter.com
[46] phys.org
[46] amazon.com
[45] mit.edu
[35] medicalnewstoday.com
[26] science.org
[25] statnews.com
[21] nih.gov
[16] newatlas.com

Top Domains in Tweet in G2:
[40] genengnews.com
[39] phys.org
[19] twitter.com
[18] newatlas.com
[16] nature.com
[14] nih.gov
[11] doi.org
[10] cell.com
[8] mit.edu
[6] youtube.com

Top Domains in Tweet in G3:
[51] nature.com
[26] cell.com
[13] twitter.com
[9] innovativegenomics.org
[8] phys.org
[5] science.org
[4] biorxiv.org
[4] fundacion-antama.org
[4] naukas.com
[4] azolifesciences.com

Top Domains in Tweet in G4:
[9] facebook.com
[6] phys.org
[5] transgen.de
[5] isaaa.org
[5] newatlas.com
[3] twitter.com
[3] nature.com
[2] youtube.com
[2] testbiotech.org
[2] innovativegenomics.org

Top Domains in Tweet in G5:
[66] statnews.com
[20] ipscell.com
[7] nature.com
[4] addgene.org
[4] scienceboard.net
[3] healio.com
[3] medicalnewstoday.com
[3] science.org
[3] co.uk
[2] quantamagazine.org

Top Domains in Tweet in G6:
[17] youtube.com
[15] twitter.com
[4] thewashingtonstandard.com
[2] phys.org
[2] drugtargetreview.com
[2] news-medical.net
[2] genengnews.com
[1] co.uk
[1] businessinsider.com
[1] nih.gov

Top Domains in Tweet in G7:
[39] fineartamerica.com
[17] twitter.com

Top Domains in Tweet in G8:
[60] gc.ca
[6] twitter.com
[2] innovativegenomics.org
[1] zenodo.org
[1] ipscell.com
[1] scmp.com
[1] globenewswire.com

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

Top Domains in Tweet in G10:
[4] twitter.com
[4] nature.com
[4] phys.org
[2] technologyreview.com
[1] businesswire.com
[1] biorxiv.org
[1] fiercebiotech.com
[1] justia.com
[1] pennmedicine.org
[1] genengnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1259] crispr
[112] genomeediting
[107] gmo
[97] dna
[86] geneediting
[69] biotech
[53] genetics
[52] machinelearning
[47] cancer
[40] genomics



Top Hashtags in Tweet in G1:
[128] crispr
[20] biotech
[16] geneediting
[16] dna
[12] biotechnology
[12] genetics
[11] technology
[10] genomeediting
[9] cancer
[8] bigdata

Top Hashtags in Tweet in G2:
[170] crispr
[85] genomeediting
[20] nbtinthenews
[19] dna
[18] cancer
[18] geneediting
[16] biotech
[16] cells
[12] genomics
[7] protein

Top Hashtags in Tweet in G3:
[196] crispr
[30] machinelearning
[27] microbiome
[27] metagenomics
[10] scicomm
[9] protease
[8] medtwitter
[8] meded
[6] phages
[6] genes

Top Hashtags in Tweet in G4:
[161] crispr
[92] gmo
[11] gentechnik
[7] heuteshow
[7] geneediting
[7] genschere
[7] landwirtschaft
[6] talens
[5] cancer
[5] klimawandel

Top Hashtags in Tweet in G5:
[35] crispr
[7] dna
[6] cartcr
[6] healthcare
[4] medicine
[4] stemcells
[4] genetics
[4] science
[4] immunotherapy
[3] cancer

Top Hashtags in Tweet in G6:
[10] crispr
[3] dogs
[2] cancer
[1] waltermurch
[1] covid
[1] vaccine
[1] ai
[1] unvaccinated
[1] gop
[1] cpc

Top Hashtags in Tweet in G7:
[1] art
[1] artistontwitter
[1] artists
[1] artistsoninstagram
[1] tiktok
[1] actualcriminal

Top Hashtags in Tweet in G8:
[12] crispr
[4] mrna
[4] primeediting
[2] crimesagainsthumanity
[2] experimental
[1] hgesummit
[1] digitalid
[1] hospitalization
[1] healthdata
[1] humanlabrats

Top Hashtags in Tweet in G10:
[10] artificial_intelligence
[10] robotics
[10] blockchaintechnology
[10] augmentedreality
[8] crispr
[3] geneediting
[3] synbiobeta2023
[2] biotech
[2] gainoffunction
[2] agtech

Top Words
Top Words in Tweet in Entire Graph:
[4931] crispr
[1255] #crispr
[1105] editing
[948] gene
[906] dna
[846] cas9
[720] genome
[465] large
[451] cells
[449] based

Top Words in Tweet in G1:
[867] crispr
[210] gene
[197] editing
[144] dna
[136] cas9
[128] #crispr
[84] cells
[79] viruses
[75] genome
[67] found

Top Words in Tweet in G2:
[720] crispr
[360] dna
[289] large
[262] genome
[245] sequences
[227] insertion
[224] editing
[199] based
[179] naturebiotech
[170] cas9

Top Words in Tweet in G3:
[409] crispr
[196] #crispr
[106] happy
[99] lab
[92] nature
[83] dna
[81] lluismontoliu
[80] share
[77] anti
[73] see

Top Words in Tweet in G4:
[158] #crispr
[96] first
[96] use
[94] great
[94] crispr
[94] plant
[93] breeding
[92] #gmo
[91] finland
[91] party

Top Words in Tweet in G5:
[129] prison
[127] crispr
[117] scientist
[96] comeback
[89] years
[70] babies
[66] editing
[57] jiankui
[53] genome
[52] statnews

Top Words in Tweet in G6:
[123] crispr
[53] die
[41] gene
[34] elonmusk
[32] editing
[29] mrna
[24] injektionen
[22] gen
[21] gift
[16] menschen

Top Words in Tweet in G7:
[48] crispr_art
[39] artwork
[39] sale
[39] fineartamerica
[27] harrisonfirst
[27] metatrekkers
[27] category5music
[26] billyteacoin
[26] djwebberdon
[26] defector_dan

Top Words in Tweet in G8:
[48] canadian
[44] modify
[44] barelybook
[44] create
[40] crispr
[38] specifications
[37] design
[37] viruses
[37] ways
[37] reflect

Top Words in Tweet in G9:
[137] c0vld
[134] nicolaspichot6
[115] crispr
[114] cas9
[113] technologie
[108] ce
[107] vient
[107] injections
[107] eviter
[107] big

Top Words in Tweet in G10:
[55] crispr
[14] keithev84928885
[14] thejikky
[12] using
[11] team
[11] today
[11] 3annoyed
[10] used
[10] #robotics
[10] #blockchaintechnology

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[754] crispr,cas9
[577] gene,editing
[355] genome,editing
[311] crispr,based
[290] large,sequences
[290] insertion,large
[283] crispr,gene
[271] using,crispr
[213] thousands,viruses
[205] found,thousands

Top Word Pairs in Tweet in G1:
[131] gene,editing
[123] crispr,cas9
[61] crispr,gene
[48] found,thousands
[45] tools,found
[45] crispr,based
[44] thousands,viruses
[43] using,crispr
[42] boost,gene
[42] viruses,boost

Top Word Pairs in Tweet in G2:
[222] insertion,large
[222] large,sequences
[185] crispr,based
[148] genome,editing
[147] crispr,cas9
[134] based,genome
[133] requires,dna
[133] transformative,insertion
[133] editing,transformative
[133] dna,damage

Top Word Pairs in Tweet in G3:
[77] anti,crispr
[69] excited,share
[66] #crispr,guess
[66] happy,see
[66] extremely,happy
[66] review,#crispr
[66] see,review
[66] lab,expertise
[66] expertise,extremely
[65] ismaelmingarro,lab

Top Word Pairs in Tweet in G4:
[91] #crispr,plant
[91] first,party
[91] greens,promote
[91] breeding,first
[91] use,#gmo
[91] #gmo,#crispr
[91] party,finland
[91] great,greens
[91] plant,breeding
[91] promote,use

Top Word Pairs in Tweet in G5:
[70] crispr,babies
[64] prison,crispr
[52] genome,editing
[47] chinese,scientist
[47] babies,scientist
[47] editing,embryos
[46] years,later
[46] later,reckless
[46] starting,comeback
[46] embryos,prison

Top Word Pairs in Tweet in G6:
[29] gene,editing
[24] mrna,crispr
[20] gift,gen
[20] crispr,gift
[16] crispr,gene
[14] crispr,cas9
[12] bürgergeld,dient
[12] injektionen,impfschäden
[12] schlimmeren,mrna
[12] todesfolgen,sanktionieren

Top Word Pairs in Tweet in G7:
[39] artwork,sale
[26] crispr_art,harrisonfirst
[26] category5music,billyteacoin
[26] billyteacoin,djwebberdon
[26] harrisonfirst,category5music
[24] mrbigmouthbeats,crispr_art
[23] sharkanth0ny,acutek12
[23] phuture_music,sharkanth0ny
[23] djwebberdon,phuture_music
[22] defector_dan,mrbigmouthbeats

Top Word Pairs in Tweet in G8:
[43] create,modify
[37] design,specifications
[37] ways,reflect
[37] viruses,ways
[34] modify,viruses
[31] allows,humans
[31] reflect,design
[29] humans,create
[28] canadian,govt
[18] canadian,government

Top Word Pairs in Tweet in G9:
[114] crispr,cas9
[113] technologie,crispr
[107] injections,c0vld
[107] c0vld,eviter
[107] big,pharma
[107] cas9,injections
[107] vient,big
[107] tout,ce
[107] ce,vient
[107] eviter,tout

Top Word Pairs in Tweet in G10:
[10] #artificial_intelligence,#robotics
[10] #blockchaintechnology,#augmentedreality
[10] chapters,#artificial_intelligence
[10] today,chapters
[10] #robotics,#blockchaintechnology
[10] release,today
[9] #augmentedreality,#virtualrealit
[9] agritechcapital,release
[8] team,claimed
[8] crispr,delete

Top Replied-To
Top Replied-To in Entire Graph:
@crispr_hobas
@metatrekkers
@sexylikemeiosis
@elonmusk
@felisamos2
@kimdotcom
@geneinvesting
@dieren_doc
@justinmccarthee
@biotech2k1

Top Replied-To in G2:
@geneinvesting
@crisprtalk
@biotech2k1
@zhaoweiasu
@natharooni
@mit
@biotechinvestng
@labratorytenant
@whybutwait
@humour_humourrr

Top Replied-To in G3:
@nicole_d_marino
@ismaelmingarro
@conversation_e
@lluismontoliu
@saxonabroad
@nature
@alex_yevchenko
@pmarignani
@neurotejeda
@evan_groover

Top Replied-To in G4:
@prinze484
@marcusjansen5
@timokuentzle
@vzbv
@martinreich5
@klausriede
@ascochita
@bmel
@tobiology_de
@thomaswaitz

Top Replied-To in G5:
@sheslostheplot
@erictopol
@beebrookshire
@thedebatordeniz
@lecpokrandt
@pknoepfler
@aiww
@ruxandrateslo

Top Replied-To in G6:
@elonmusk
@jamesmelville
@birdgirl8888
@cupcakehelsword
@berniespofforth
@karl_lauterbach
@shomburg
@whitehouse
@norwegianroad
@zorikazr

Top Replied-To in G7:
@metatrekkers
@acutek12
@digifun_
@defector_dan
@phuture_music
@mrbigmouthbeats
@y_youmack
@nftbubblegum
@potradamus
@luvlee17nft

Top Replied-To in G8:
@justinmccarthee
@fillmorewhite
@jo44527486
@den_moth
@captaincoby00
@glen797277451
@barelybook
@paulh551
@eileeneisenmann
@canadamisfitt

Top Replied-To in G9:
@formisanorober2
@conscience74

Top Replied-To in G10:
@charlesrixey
@zoompianotutor
@dr_sdrk
@agatharaisin5
@vonboo5
@washburnealex
@eckerleisabella
@klap_em
@notthatnato
@pressurewashbro

Top Mentioned
Top Mentioned in Entire Graph:
@naturebiotech
@jgooten
@nicolaspichot6
@genbio
@tamama0306
@nature
@ap_mahonen
@crgenomica
@mirimiam
@nccacc

Top Mentioned in G1:
@infofuengirola
@kevenjvh
@fondaz_veronesi
@qlifegenetics
@beth_lizet
@cmencke
@angelapeach8
@tradcatknight
@sam_prudence

Top Mentioned in G2:
@naturebiotech
@jgooten
@genbio
@mit
@biotech2k1
@natureportfolio
@physorg_com
@omarabudayyeh
@mcgovernmit
@ncbi

Top Mentioned in G3:
@nature
@lluismontoliu
@ismaelmingarro
@nicole_d_marino
@nikomccarty
@martinjinek
@dr__diamond
@themicrobeguy
@molecularcell
@igisci

Top Mentioned in G4:
@ap_mahonen
@heuteshow
@thomaswidiez
@schillipaeppa
@transgen_info
@forscherrobert
@agbioworld
@martinreich5
@vzbv
@isaaa_org

Top Mentioned in G5:
@statnews
@erictopol
@pknoepfler
@meganmolteni
@m
@helenbranswell
@walesgenepark
@drewqjoseph
@telegraph
@miseksean

Top Mentioned in G6:
@elonmusk
@youtube
@michaelpbreton
@sophiadahl1
@berniespofforth
@incrementallog1
@hhahnlein
@hernangraffe
@shabnampalesamo
@johnnyvedmore

Top Mentioned in G7:
@crispr_art
@fineartamerica
@harrisonfirst
@category5music
@billyteacoin
@djwebberdon
@sharkanth0ny
@defector_dan
@mrbigmouthbeats
@phuture_music

Top Mentioned in G8:
@barelybook
@abdaniellesmith
@pierrepoilievre
@captaincoby00
@kingkay1000
@134babyyy
@grantltaylor
@morpheusresist
@ultramagaccg
@fedeperez19

Top Mentioned in G9:
@nicolaspichot6
@frammerychloe
@jmyremets
@decoder_l

Top Mentioned in G10:
@thejikky
@keithev84928885
@3annoyed
@agritechcapital
@notjason666
@annelisebocquet
@pinsollet
@kevin_mckernan
@dr_sdrk
@planzip

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@andyvermaut
@jurylady5
@gambiste1
@falconhamada_90
@welt_eu
@crweworld
@cybersecurityn8
@roblwilson

Top Tweeters in G1:
@andyvermaut
@welt_eu
@crweworld
@flashalert_me
@notivagos
@newsfilterio
@prtimes_news
@dancas2
@stigmabase
@stckpro

Top Tweeters in G2:
@gambiste1
@vonrosenchild
@o_fabriciosouza
@miguelhilargiak
@walmart
@mwirigi
@stillgray
@ayirpelle
@hubbucket
@syawal

Top Tweeters in G3:
@411emilio
@waweru
@kaluapiscis
@losemarrp
@manu_k_tala
@msep0003
@mmalbahi
@oma_hamou
@manzanillamiel5
@freshroasters

Top Tweeters in G4:
@alain_co
@jacopogiliberto
@gquerci
@bundestag_tweet
@stefanolix
@timecodex
@uncvrnsns
@prometheusgreen
@je_mclaughlin
@pfr412

Top Tweeters in G5:
@falconhamada_90
@moonbootica
@cnbsnana
@njdoc
@drdind
@telegraph
@spanishcountry
@vickimo08056436
@katydogcrazy
@basuashis

Top Tweeters in G6:
@30actruth
@rdiasdevivar
@cocacola
@wholemarsblog
@ezralevant
@hernangraffe
@ibtimes_india
@joe_warmington
@eddie_1412
@medicalfeed

Top Tweeters in G7:
@amigo804
@mattdoogue
@sharkanth0ny
@lauradoodlestoo
@djjy
@nmkenji
@andrewmease
@elcriptopana
@daddymontana3
@muchachomajor

Top Tweeters in G8:
@wavetossed
@zerohedge
@ctvnews
@nancyvictoria
@buddhaworship
@fillmorewhite
@onijoseph
@wildplumbay
@tyronemund
@kpvsmom

Top Tweeters in G9:
@madrynha2012
@m75sylvie
@diabolo741
@delalande72
@evelyneyant94
@debrouille92
@cazmariani
@angelb52
@carolinaily
@yukinek56432140

Top Tweeters in G10:
@dopaminergic13
@awakeningman
@xavier40700514
@proftimnoakes
@pinsollet
@scottadamssays
@branerunner
@m_caba86
@daoyu15
@fatemperor


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