CRISPR, Twitter, 1/19/2021 9:12:36 PM, 245999


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CRISPR_2021-01-19_02-51-21.xlsx
CRISPR_2021-01-19_02-51-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 19, 2021
Short Description:
CRISPR via NodeXL https://bit.ly/3sD0bDX
@newscientist
@jaychance12
@newyorker
@doudna_lab
@jblefevre60
@ajenglish
@yogeshbang
@urnovfyodor
@laurenspauwels
@philipp08767899

Top hashtags:
#crispr
#postdoc
#ajstarthere
#geneediting
#covid19
#biotech
#ai
#science
#dna

Description:
Description
The graph represents a network of 7,479 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, 19 January 2021 at 11:01 UTC.

The requested start date was Tuesday, 19 January 2021 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 7-day, 4-hour, 56-minute period from Monday, 11 January 2021 at 19:57 UTC to Tuesday, 19 January 2021 at 00:53 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 : 7479
Unique Edges : 5160
Edges With Duplicates : 10702
Total Edges : 15862
Number of Edge Types : 5
Retweet : 4384
MentionsInRetweet : 6223
Replies to : 914
Mentions : 2557
Tweet : 1784
Self-Loops : 1856
Reciprocated Vertex Pair Ratio : 0.0331632653061225
Reciprocated Edge Ratio : 0.0641975308641975
Connected Components : 1591
Single-Vertex Connected Components : 853
Maximum Vertices in a Connected Component : 3987
Maximum Edges in a Connected Component : 10525
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.171188
Graph Density : 0.000152070622562646
Modularity : 0.534975
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 7,479 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, 19 January 2021 at 11:01 UTC.

The requested start date was Tuesday, 19 January 2021 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 7-day, 4-hour, 56-minute period from Monday, 11 January 2021 at 19:57 UTC to Tuesday, 19 January 2021 at 00:53 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:
[106] https://www.newyorker.com/magazine/2021/01/18/crispr-and-the-splice-to-survive
[68] https://www.newyorker.com/magazine/2021/01/18/crispr-and-the-splice-to-survive?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=the-new-yorker&utm_social-type=earned
[62] https://www.newscientist.com/article/2264383-crispr-gene-editing-used-to-store-data-in-dna-inside-living-cells/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1610435960
[45] https://www.newscientist.com/article/2264383-crispr-gene-editing-used-to-store-data-in-dna-inside-living-cells/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1610389186
[37] https://www.newscientist.com/article/2264168-crispr-doubles-lifespan-of-mice-with-rapid-ageing-disease-progeria/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1610409792
[34] https://www.newscientist.com/article/2264383-crispr-gene-editing-used-to-store-data-in-dna-inside-living-cells/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1610582846
[31] https://www.newscientist.com/article/2264383-crispr-gene-editing-used-to-store-data-in-dna-inside-living-cells/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1610473744
[27] https://www.newscientist.com/article/mg24933170-800-crispr-gene-editing-urgently-needs-an-off-switch-now-we-have-one/?utm_medium=social&utm_campaign=echobox&utm_source=Twitter#Echobox=1610626321
[26] https://www.newscientist.com/article/2264383-crispr-gene-editing-used-to-store-data-in-dna-inside-living-cells/
[25] https://www.newscientist.com/article/2264383-crispr-gene-editing-used-to-store-data-in-dna-inside-living-cells/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1610536265

Top URLs in Tweet in G1:
[40] https://www.newyorker.com/magazine/2021/01/18/crispr-and-the-splice-to-survive
[19] https://www.newscientist.com/article/2264383-crispr-gene-editing-used-to-store-data-in-dna-inside-living-cells/
[10] https://arstechnica.com/science/2021/01/electricity-and-crispr-used-to-write-data-to-bacterial-dna/
[7] https://www.aljazeera.com/program/start-here/2021/1/11/crispr-what-is-the-future-of-gene-editing-start-here
[4] https://arstechnica.com/?p=1734331
[4] https://www.patentdocs.org/2021/01/separate-interferences-declared-between-toolgen-and-broad-and-cvc-over-crispr-priority-question.html
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41589-020-00711-4
[3] https://twitter.com/DrEricDing/status/1348912741562667008
[3] https://www.forbes.com/sites/johncumbers/2021/01/11/could-crispr-eradicate-acne/
[3] https://arstechnica.com/?p=1734331&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[61] https://www.newscientist.com/article/2264383-crispr-gene-editing-used-to-store-data-in-dna-inside-living-cells/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1610435960
[43] https://www.newscientist.com/article/2264383-crispr-gene-editing-used-to-store-data-in-dna-inside-living-cells/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1610389186
[37] https://www.newscientist.com/article/2264168-crispr-doubles-lifespan-of-mice-with-rapid-ageing-disease-progeria/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1610409792
[34] https://www.newscientist.com/article/2264383-crispr-gene-editing-used-to-store-data-in-dna-inside-living-cells/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1610582846
[31] https://www.newscientist.com/article/2264383-crispr-gene-editing-used-to-store-data-in-dna-inside-living-cells/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1610473744
[27] https://www.newscientist.com/article/mg24933170-800-crispr-gene-editing-urgently-needs-an-off-switch-now-we-have-one/?utm_medium=social&utm_campaign=echobox&utm_source=Twitter#Echobox=1610626321
[24] https://www.newscientist.com/article/2264383-crispr-gene-editing-used-to-store-data-in-dna-inside-living-cells/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1610536265
[2] https://www.newscientist.com/article/2264383-crispr-gene-editing-used-to-store-data-in-dna-inside-living-cells/
[2] https://www.newscientist.com/article/2264168-crispr-doubles-lifespan-of-mice-with-rapid-ageing-disease-progeria/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1610089867
[2] https://www.newscientist.com/article/2264168-crispr-doubles-lifespan-of-mice-with-rapid-ageing-disease-progeria/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1610339061

Top URLs in Tweet in G3:
[2] https://www.statnews.com/2021/01/06/crispr-cures-progeria-in-mice/
[2] https://www.statnews.com/2021/01/12/with-durable-monkey-data-verve-selects-its-first-crispr-base-editing-treatment-for-human-trials/
[1] https://drive.google.com/file/d/1oH4W0z-PtsEcds70QIq-3XQxKlWcnax2/view
[1] https://twitter.com/surt_lab/status/1348730318941941761
[1] https://agroavances.com/noticias-detalle.php?idNot=2870
[1] https://twitter.com/davidrliu/status/1346857582707748866
[1] https://www.labiotech.eu/crispr/ethics-investment-coming-next-gene-editing-technologies/?utm_campaign=partner-3343
[1] https://thespoon.tech/crisprd-cows-proposed-rule-change-by-usda-could-accelerate-gene-edited-animal-production/

Top URLs in Tweet in G4:
[14] https://www.eventbrite.com/e/human-nature-talk-with-jennifer-doudna-adam-bolt-and-walter-isaacson-tickets-135436392897
[2] https://time.com/5927342/mrna-covid-vaccine/
[1] https://www.eventbrite.com/e/human-nature-talk-with-jennifer-doudna-adam-bolt-and-walter-isaacson-tickets-135436392897?aff=Twitter
[1] https://endpts.com/takeda-eyes-pathway-to-natural-killer-therapies-teeing-up-100m-to-partner-with-ksq-for-its-crispr-screened-molecules/
[1] https://twitter.com/bradloncar/status/1349391188034519043
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DJFD2uFmonZw&q=EgS4SO-bGJn2moAGIhkA8aeDS0YE-P6dXj9wqmC4HEx2RV_RpahgMgFy
[1] https://www.ncbi.nlm.nih.gov/pubmed/33328654?dopt=Abstract
[1] https://www.cellecta.net/library-lentiprep-lentiviral
[1] https://annualmeeting.asgct.org/registration
[1] https://twitter.com/ASGCTherapy/status/1349404377744814086

Top URLs in Tweet in G5:
[66] https://www.newyorker.com/magazine/2021/01/18/crispr-and-the-splice-to-survive?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=the-new-yorker&utm_social-type=earned
[47] https://www.newyorker.com/magazine/2021/01/18/crispr-and-the-splice-to-survive
[2] https://www.nature.com/articles/doi:10.1038/s41556-020-00620-7.epdf?sharing_token=a_x5LJUjxS9v-LvI0-0D3tRgN0jAjWel9jnR3ZoTv0N4uUZHmjx64H6MIrLx2nQeGqlAZrZnxRh5Da-dISOcLQNwKqLtc6Gs7c4SSc0vKaXP69n370MXFhZ8XqoUPTjgdQe3DyJ-Kqr3n3VQ8ReneBJtJSSyr4iX2D6dfTi4eTc%3D
[2] https://www.independentsciencenews.org/science-media/gods-red-pencil-crispr-and-the-three-myths-of-precise-genome-editing/
[1] https://www.nature.com/articles/doi:10.1038/s41477-020-00827-4.epdf?sharing_token=cYeLOpD_U7Lv-WbxCHydvNRgN0jAjWel9jnR3ZoTv0MBCovQtowZ8Dzbqsn7WuaaQekzfOIfrA5kpexzrUyRqCuixh7zetqtLEHAXx_oMaOlMRoJKhUXRelyJgGmlynf8x9fAPKGYtS-4G7g1d-PceIdZkXv1u0aonkzKiF7Lfo%3D
[1] https://www.newyorker.com/magazine/2021/01/18/crispr-and-the-splice-to-survive?utm_campaign=aud-dev&utm_source=nl&utm_brand=tny&utm_mailing=TNY_Magazine_Daily_011121&utm_medium=email&bxid=5be9e2593f92a40469f704a3&cndid=52683221&hasha=a1f6e0e6be89a390c097e4b730982e72&hashb=21928cb8c6078d3c11e8cbcc25dcde0ac0fc1fe6&hashc=0015f142d5f50c31da876eec74d8a5f415eb620cbec61c02ee672446ff38b821&esrc=&utm_term=TNY_Daily
[1] https://www.the-odin.com/
[1] https://www.newyorker.com/magazine/2021/01/18/crispr-and-the-splice-to-survive?utm_content=151347607&utm_medium=social&utm_source=twitter&hss_channel=tw-1017844990804971520
[1] https://woodstockearth.blogspot.com/2019/06/beyond-gmos.html
[1] https://www.newyorker.com/magazine/2021/01/18/crispr-and-the-splice-to-survive?utm_campaign=aud-dev&utm_source=nl&utm_brand=tny&utm_mailing=TNY_Magazine_Daily_011121&utm_medium=email&bxid=5f3f677bb3265e74e5790cea&cndid=61949819&hasha=0daa2f199661cfb81f1f5cd77ae04604&hashb=b8a7c73e8503aa8575cd1cd62801124aaf47e594&hashc=bbcc9373918e09ddc080a563e0e498fcdcdfe3ffa7165d191ff47a5acd9aa780&esrc=Auto_Subs

Top URLs in Tweet in G6:
[12] https://www.nature.com/articles/doi:10.1038/s41477-020-00827-4.epdf?sharing_token=cYeLOpD_U7Lv-WbxCHydvNRgN0jAjWel9jnR3ZoTv0MBCovQtowZ8Dzbqsn7WuaaQekzfOIfrA5kpexzrUyRqCuixh7zetqtLEHAXx_oMaOlMRoJKhUXRelyJgGmlynf8x9fAPKGYtS-4G7g1d-PceIdZkXv1u0aonkzKiF7Lfo%3D
[2] https://thespoon.tech/four-predictions-for-the-future-of-food-in-2021/
[1] https://link.springer.com/epdf/10.1007/s00122-020-03764-0?sharing_token=k_vgrVCL8bmTVTD4KupVdve4RwlQNchNByi7wbcMAY6IYJpzAt5iXVagUerqyxhUgyEys0UMNbxrsBh-jIpqUE9-5ZK10BQqzLY9mjTCj0Ww3LI1E5oWHDAl_zCtleu9YSK6zhXevNdg9w6sRC8IqYFcj9hbpWvTA9Joe9kFL_s%3D
[1] https://career5.successfactors.eu/career?career%5fns=job%5flisting&company=C0000956575P&navBarLevel=JOB%5fSEARCH&rcm%5fsite%5flocale=en%5fGB&site=VjItUnUyR1hvaHNudXZSOFFoaDZWYUtYQT09&career_job_req_id=17966&selected_lang=en_GB&jobAlertController_jobAlertId=&jobAlertController_jobAlertName=&_s.crb=mE0JtUENH9mwSo%2b%2b2XmN7vwSioYg3h5Edl3NPX%2fij94%3d
[1] https://www.topagrar.com/management-und-politik/news/odenwaelder-erklaerung-spd-agrarier-wollen-neue-landwirtschaftspolitik-12451153.html?utm_campaign=start&utm_source=topagrar&utm_medium=referral
[1] https://thespoon.tech/crisprd-cows-proposed-rule-change-by-usda-could-accelerate-gene-edited-animal-production/
[1] https://www.labiotech.eu/
[1] https://www.labiotech.eu/crispr/ethics-investment-coming-next-gene-editing-technologies/
[1] https://www.roche.de/aktuelles/blog/schnipp-schnapp-bessere-gene-durch-genom-editing/
[1] https://shows.acast.com/essentials-of-crispr-based-animal-models-in-drug-discovery/episodes/essentials-of-crispr-based-animal-models-in-drug-discovery-p?utm_campaign=Model

Top URLs in Tweet in G7:
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ffuturehuman.medium.com%2Fa-new-kind-of-gene-editing-could-turn-back-the-clock-on-a-rapid-aging-disease-c9895018c0f9
[2] https://www.aljazeera.com/program/start-here/2021/1/11/crispr-what-is-the-future-of-the-gene-editing-start-here
[1] https://www.liebertpub.com/doi/10.1089/crispr.2020.0082?cookieSet=1
[1] https://www.youtube.com/watch?v=pVIVSpUgR44&feature=youtu.be

[1] https://twitter.com/kiranshaw/status/1349303312940728320
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ffuturehuman.medium.com%2F2020-was-the-turning-point-for-crispr-5a66cb44ad0a
[1] https://www.youtube.com/watch?v=pVIVSpUgR44


Top URLs in Tweet in G8:
[1] https://www.newscientist.com/article/2264383-crispr-gene-editing-used-to-store-data-in-dna-inside-living-cells/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1610536265
[1] https://arstechnica.com/science/2021/01/electricity-and-crispr-used-to-write-data-to-bacterial-dna/
[1] https://vilabin.com/article/feluda-covid-19-test-crispr-gene-editing-technique/?_unique_id=5ffc89b8b4bbd
[1] https://www.newscientist.com/article/2264383-crispr-gene-editing-used-to-store-data-in-dna-inside-living-cells/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1610389186

Top URLs in Tweet in G9:
[21] https://www.nature.com/articles/s41587-020-00781-8
[3] https://twitter.com/synbiobeta/status/1348601613464842240
[2] https://rupress.org/jem/article/218/3/e20201529/211673/A-robust-platform-for-expansion-and-genome-editing?searchresult=1
[2] https://idp.scientificamerican.com/authorize/?response_type=cookie&client_id=sciam&redirect_uri=https%3A%2F%2Fwww.scientificamerican.com%2Farticle%2Fnewly-studied-proteins-expand-crisprs-editing-range%2F
[1] https://www.labiotech.eu/medical/european-biotech-next-decade/?utm_content=buffere2ed4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.sciencedirect.com/journal/biochimica-et-biophysica-acta-bba-general-subjects/special-issue/10R274GZX77?utm_medium=SORG&utm_source=TW&dgcid=STMJ_1606913295_SC&sf240657108=1
[1] https://eligo.bio/gsk-deal/
[1] https://endpts.com/glaxosmithkline-backs-a-preclinical-acne-treatment-from-eligo-bioscience-that-uses-crispr-to-kill-bacteria/

Top URLs in Tweet in G10:
[1] https://finance.yahoo.com/news/treatment-investigational-lentiglobin-gene-therapy-213000483.html
[1] https://finance.yahoo.com/news/crispr-therapeutics-vertex-present-data-173000391.html
[1] https://www.scoop.it/topic/krishan-maggon-knols/p/4122700696/2021/01/14/coassembly-of-nucleus-targeting-gold-nanoclusters-with-crispr-cas9-for-simultaneous-bioimaging-and-therapeutic-genome-editing-journal-of-materials-chemistry-b-rsc-publishing?utm_medium=social&utm_source=twitter
[1] http://www.crisprtx.com/programs/pipeline

Top Domains
Top Domains in Tweet in Entire Graph:
[715] newscientist.com
[271] newyorker.com
[249] twitter.com
[129] nature.com
[88] youtube.com
[70] nih.gov
[57] arstechnica.com
[43] smithsonianmag.com
[31] statnews.com
[30] acs.org

Top Domains in Tweet in G1:
[83] newscientist.com
[83] newyorker.com
[78] twitter.com
[27] smithsonianmag.com
[25] nih.gov
[21] linkedin.com
[21] youtube.com
[21] nature.com
[21] arstechnica.com
[20] tweetedtimes.com

Top Domains in Tweet in G2:
[536] newscientist.com
[1] ac.uk
[1] twitter.com
[1] livescience.com
[1] medlineplus.gov
[1] sciencedirect.com
[1] statnews.com
[1] realclearscience.com

Top Domains in Tweet in G3:
[13] statnews.com
[9] nature.com
[9] twitter.com
[7] nih.gov
[5] youtube.com
[4] elsevierhealth.com
[3] sciencedirect.com
[3] elsevier.com
[3] newscientist.com
[2] newyorker.com

Top Domains in Tweet in G4:
[28] eventbrite.com
[24] twitter.com
[6] nature.com
[6] berkeley.edu
[6] newyorker.com
[5] npr.org
[5] abc7news.com
[5] mammoth.bio
[4] addgene.org
[3] nih.gov

Top Domains in Tweet in G5:
[140] newyorker.com
[8] nature.com
[6] biorxiv.org
[5] newscientist.com
[2] trib.al
[2] independentsciencenews.org
[1] smithsonianmag.com
[1] nih.gov
[1] ucsd.edu
[1] plos.org

Top Domains in Tweet in G6:
[14] nature.com
[6] twitter.com
[4] newscientist.com
[3] grain-club.de
[3] ac.uk
[3] thespoon.tech
[2] successfactors.eu
[2] sciencedirect.com
[2] springer.com
[2] okt.to

Top Domains in Tweet in G7:
[3] medium.com
[2] twitter.com
[2] newscientist.com
[2] youtube.com
[2] aljazeera.com
[1] liebertpub.com

Top Domains in Tweet in G8:
[15] arstechnica.com
[8] twitter.com
[4] reddit.com
[2] singularityhub.com
[2] youtube.com
[2] newscientist.com
[1] thehindubusinessline.com
[1] vilabin.com

Top Domains in Tweet in G9:
[34] nature.com
[24] acs.org
[11] twitter.com
[8] newscientist.com
[5] scientificamerican.com
[3] synbiobeta.com
[3] rupress.org
[2] technologyreview.com
[2] eligo.bio
[2] forbes.com

Top Domains in Tweet in G10:
[3] twitter.com
[3] barrons.com
[3] youtube.com
[3] scoop.it
[2] ark-funds.com
[2] investorvillage.com
[2] yahoo.com
[1] endpts.com
[1] forbes.com
[1] bostonglobe.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1179] crispr
[85] postdoc
[82] ajstarthere
[76] geneediting
[64] covid19
[42] biotech
[42] ai
[41] science
[39] dna
[36] genomeediting



Top Hashtags in Tweet in G1:
[120] crispr
[12] science
[12] dna
[9] geneediting
[8] genetic
[7] biotech
[7] genetics
[6] stockmarket
[6] research
[5] boycottchina

Top Hashtags in Tweet in G2:
[8] crispr
[1] coding
[1] code
[1] ogm
[1] geneediting
[1] futuremed
[1] lamethsci
[1] data
[1] dna

Top Hashtags in Tweet in G3:
[106] crispr
[8] moscagen
[7] colores
[7] genética
[4] geneediting
[2] cienciabásica
[2] vacuna
[2] covid
[2] biotecnología
[2] baseediting

Top Hashtags in Tweet in G4:
[162] crispr
[31] covid19
[24] esymposia
[10] homeroomwithsal
[9] diagnostics
[8] geneediting
[7] sarscov2
[6] genomeediting
[6] scientevent
[5] scge

Top Hashtags in Tweet in G5:
[31] crispr
[9] genedrive
[4] biotechpolicy2021
[3] epigenome
[3] biorxiv
[3] biohacking
[2] genetics
[2] biology
[2] geneediting
[2] genome

Top Hashtags in Tweet in G6:
[116] crispr
[82] postdoc
[17] genomeediting
[15] klimawandel
[14] ernährungssystemen
[9] plantbreeding
[8] cpge
[8] climatechange
[7] foodsecurity
[7] yields

Top Hashtags in Tweet in G7:
[80] ajstarthere
[9] crispr
[1] openaccess
[1] geneediting
[1] futurescience
[1] lifesciences
[1] crisprcas9
[1] genomeediting
[1] ethics
[1] governance

Top Hashtags in Tweet in G8:
[19] crispr
[16] drones
[15] 5g
[14] ai
[14] iot
[14] blockchain
[14] robotics
[9] biotech
[8] science
[6] geneediting

Top Hashtags in Tweet in G9:
[104] crispr
[18] synbio
[12] geneediting
[9] science
[9] microbiome
[8] acne
[7] rene
[5] news
[4] fintwit
[3] geneticmemory

Top Hashtags in Tweet in G10:
[19] crispr
[9] gene
[9] editing
[7] zinc
[7] fingers
[7] mitochondria
[3] genetherapy
[3] rnai
[2] bat
[1] zincfinger

Top Words
Top Words in Tweet in Entire Graph:
[4838] crispr
[1726] gene
[1650] editing
[1171] #crispr
[1003] dna
[738] used
[724] data
[705] cells
[616] newscientist
[567] living

Top Words in Tweet in G1:
[770] crispr
[184] gene
[177] editing
[138] dna
[120] #crispr
[118] cas9
[100] used
[81] data
[69] cells
[59] more

Top Words in Tweet in G2:
[598] crispr
[573] newscientist
[534] editing
[532] gene
[381] used
[380] dna
[380] cells
[379] data
[378] inside
[377] store

Top Words in Tweet in G3:
[307] crispr
[188] interested
[129] editing
[121] please
[117] postdoc
[106] #crispr
[73] focus
[72] re
[72] looking
[71] genome

Top Words in Tweet in G4:
[184] crispr
[162] #crispr
[94] join
[92] documentary
[90] gene
[83] jennifer
[79] doudna_lab
[73] editing
[68] humannaturedoc
[60] human

Top Words in Tweet in G5:
[221] newyorker
[122] crispr
[93] gene
[83] elizkolbert
[77] survive
[75] splice
[70] early
[70] chestnut
[69] 20th
[69] century

Top Words in Tweet in G6:
[139] crispr
[120] editing
[116] #crispr
[103] genome
[84] laurenspauwels
[84] looking
[84] engineering
[83] develop
[82] #postdoc
[82] based

Top Words in Tweet in G7:
[259] crispr
[229] ajenglish
[146] allows
[146] people
[145] scientists
[145] perform
[145] surgery
[145] dna
[123] far
[109] editing

Top Words in Tweet in G8:
[222] ev
[221] 3d
[221] wifi
[221] power
[221] autonomous
[220] next
[219] vr
[218] decade
[217] tech
[212] 17

Top Words in Tweet in G9:
[149] crispr
[97] #crispr
[71] cells
[63] cas9
[53] eligobio
[49] based
[48] gsk
[45] bacterial
[43] synbiobeta
[39] 224m

Top Words in Tweet in G10:
[152] gene
[122] crispr
[71] stocks
[68] therapy
[63] luoshengpeng
[60] gen
[60] nvs
[59] transfer
[58] grouping
[58] according

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1222] gene,editing
[688] crispr,gene
[554] newscientist,crispr
[537] living,cells
[497] crispr,cas9
[487] inside,living
[483] store,data
[482] data,dna
[481] dna,inside
[478] editing,used

Top Word Pairs in Tweet in G1:
[148] gene,editing
[107] crispr,cas9
[84] crispr,gene
[47] inside,living
[44] living,cells
[44] splice,survive
[43] dna,inside
[43] crispr,splice
[42] editing,used
[42] used,store

Top Word Pairs in Tweet in G2:
[531] gene,editing
[516] newscientist,crispr
[483] crispr,gene
[377] dna,inside
[377] inside,living
[376] editing,used
[376] used,store
[376] living,cells
[375] store,data
[375] data,dna

Top Word Pairs in Tweet in G3:
[70] genome,editing
[70] please,re
[70] re,looking
[70] looking,hire
[70] hire,postdoc
[70] postdoc,interested
[70] interested,crispr
[70] crispr,biochemistry
[70] biochemistry,focus
[70] focus,diagnostics

Top Word Pairs in Tweet in G4:
[53] gene,editing
[53] human,nature
[40] jennifer,doudna
[36] documentary,humannaturedoc
[34] friday,watch
[34] watch,#crispr
[34] #crispr,documentary
[34] humannaturedoc,join
[34] join,jennifer
[34] jennifer,dounda

Top Word Pairs in Tweet in G5:
[75] splice,survive
[69] early,20th
[69] 20th,century
[69] century,fungal
[69] fungal,pathogen
[69] pathogen,introduced
[69] introduced,north
[69] north,america
[69] america,killed
[69] killed,nearly

Top Word Pairs in Tweet in G6:
[100] genome,editing
[82] #postdoc,develop
[82] develop,#crispr
[82] #crispr,based
[82] based,genome
[82] editing,tools
[82] tools,network
[82] network,engineering
[82] engineering,growth
[81] vacancy,looking

Top Word Pairs in Tweet in G7:
[145] ajenglish,crispr
[145] crispr,allows
[145] allows,scientists
[145] perform,surgery
[145] surgery,dna
[105] gene,editing
[84] scientists,perform
[84] dna,people
[84] people,genetic
[84] genetic,diseases

Top Word Pairs in Tweet in G8:
[221] wifi,power
[219] autonomous,ev
[218] next,decade
[216] ev,wifi
[214] tech,next
[209] vr,ar
[205] ar,10
[204] decade,ai
[204] ai,iot
[204] iot,blockchain

Top Word Pairs in Tweet in G9:
[46] crispr,cas9
[40] #crispr,based
[35] deal,gsk
[32] big,news
[32] news,eligobio
[32] eligobio,224m
[32] 224m,deal
[32] gsk,company's
[32] company's,#crispr
[32] based,acne

Top Word Pairs in Tweet in G10:
[68] gene,therapy
[59] gene,transfer
[58] grouping,gene
[58] therapy,stocks
[58] stocks,according
[58] according,technologies
[58] technologies,gene
[58] transfer,earlest
[58] earlest,gen
[58] gen,rhhby

Top Replied-To
Top Replied-To in Entire Graph:
@inferno_islive
@newscientist
@sawyermerritt
@adamsinger
@sxbegle
@rohmontgomery
@ispeakhenceiam
@mr8311211199107
@elonmusk
@pfizer_soze

Top Replied-To in G2:
@newscientist
@albanese_vinny
@crispr_news
@clairedudu8

Top Replied-To in G3:
@sxbegle
@kazuki_nakamae
@crisprscan
@ktr_nakanishi
@ptgmonteiro
@genengnetwork
@lluismontoliu
@sfmatheson
@guptabiodd

Top Replied-To in G4:
@bradloncar
@edrybicki
@mangusolab
@crispr_news
@chrisheery
@manal_mehta
@prb51
@fjsanchezrivera
@leodepisa
@daveywavy11

Top Replied-To in G5:
@antonioregalado
@newyorker
@walterisaacson
@4lovofscience
@earthisland

Top Replied-To in G6:
@alc_anthro
@saveourseeds
@jdschoolmeester
@dpdaaf
@faisalislam
@mueller_sepp
@tagesspiegel
@purzel_burzel

Top Replied-To in G7:
@ajenglish
@sandragathmann

Top Replied-To in G8:
@mr8311211199107
@ispeakhenceiam
@jblefevre60
@russelldesigner
@thismyhandle
@nigewillson

Top Replied-To in G9:
@davidkurten
@kateadamala
@mu_mupa
@eligobio
@synbiobeta
@naturebiotech
@proftomellis
@thisischristina
@mw_fr
@kazuki_nakamae

Top Replied-To in G10:
@adamsinger
@hiddensmallcaps
@stevenmarkryan
@7innovator
@luoshengpeng
@jessiechimni
@hikingskiing
@j_sull
@the__dude98
@chamath

Top Mentioned
Top Mentioned in Entire Graph:
@newscientist
@newyorker
@ajenglish
@jblefevre60
@doudna_lab
@elizkolbert
@laurenspauwels
@daveywavy11
@savagecatsonly
@humannaturedoc

Top Mentioned in G1:
@jeanrossignol
@real_leandrao
@blueriv88891964
@locusbio
@astrozaire
@artkatla
@mundelasalud

Top Mentioned in G2:
@newscientist
@lamethodefc
@clairedudu8
@newsneus
@umeauniversitet
@m_rosvall
@qamaruzamanch
@faberas
@statnews
@albanese_vinny

Top Mentioned in G3:
@savagecatsonly
@joebondydenomy
@liyuping927
@bkleinstiver
@cellhostmicrobe
@sxbegle
@lluismontoliu
@jakob_tr
@adamfeuerstein
@urnovfyodor

Top Mentioned in G4:
@doudna_lab
@humannaturedoc
@walterisaacson
@igisci
@gladstoneinst
@scientexchange
@urnovfyodor
@keystonesymp
@leodepisa
@netfli

Top Mentioned in G5:
@newyorker
@elizkolbert
@alpheylab
@biosrp
@kevinadavies
@gaetanburgio
@carolynkor
@sigridbratlie
@biorxivpreprint
@profa054

Top Mentioned in G6:
@laurenspauwels
@johninnescentre
@qpb_journal
@karenmassel
@godwin_uq
@drhikov
@grainclub
@hhu_de
@goehensel
@natureplants

Top Mentioned in G7:
@ajenglish
@sandragathmann
@kiranshaw
@emilylmullin
@newscientist
@crisprjournal
@yeahyeahyasmin
@c_g_s

Top Mentioned in G8:
@jblefevre60
@foreignofficepk
@shicooks
@cagneux
@techinsider
@archimate
@nicochan33
@evankirstel
@mvollmer1
@georgeb14941177

Top Mentioned in G9:
@eligobio
@gsk
@synbiobeta
@naturebiotech
@jama_current
@naturemicrobiol
@sciam
@teselagen
@kateadamala
@nikomccarty

Top Mentioned in G10:
@luoshengpeng
@stockmktnewz
@_b_i_o_t_e_c_h_
@hiddensmallcaps
@arkinvest
@adamsinger
@biotech2050
@wm130497
@cathiedwood
@the_rump_rain

Top Tweeters
Top Tweeters in Entire Graph:
@cryptotraderpro
@easy_branches
@dichristine
@phildecarolis
@huskorkut
@ejlazar
@monicasloves
@engineersday
@peruenlanoticia
@cybersec_feeds

Top Tweeters in G1:
@cryptotraderpro
@engineersday
@klinewscom
@drpatfarrell
@heatherpeno
@sciseekfeed
@courageousgirl2
@skowtura_ini
@hephaestus7
@happyfollowback

Top Tweeters in G2:
@markplackett1
@shirfire218
@fot_roca
@lillylyle
@xhertx
@mrpshropshire
@headunder_water
@thereisanocean
@wordfinga
@vagan

Top Tweeters in G3:
@politicalbee
@kellyclelland1
@amyharlib
@ayirpelle
@kentbottles
@therealgloria
@lmv6719
@thatvdovault
@jranck
@citizenyid

Top Tweeters in G4:
@dichristine
@fact
@loyalfan1
@time
@abc
@farfel54
@mariojoseh555
@diabeticcyborgg
@metanoia100
@themainepain

Top Tweeters in G5:
@acheetah42496
@kimvie
@ansisegle
@dawnroseturner
@rappublicist
@jillsey11
@joshdacat
@brandonmscales
@iamhamesh
@lupemohawk

Top Tweeters in G6:
@huwsayer
@tagesspiegel
@thebiologistisn
@kellyalspals
@drdairy50
@faisalislam
@alc_anthro
@xenopus007
@farmingfutures
@kamounlab

Top Tweeters in G7:
@phildecarolis
@world_news_eng
@laura78703
@suzanneinlgb
@spsot
@elcidbarett
@milaniolivera
@kingston_v
@darkmattersproj
@ajenglish

Top Tweeters in G8:
@evankirstel
@tess_blue815
@trippbraden
@nicochan33
@shicooks
@rwang0
@gvalan
@xzpwedvhhh37i3c
@epuujee
@merckxcycling

Top Tweeters in G9:
@kheatherbrown
@jj_angelus
@mark45dominic
@monitor_ph
@biobaby19
@sesiegler
@rozali53
@johnnosta
@zanaines
@cherrymontaguth

Top Tweeters in G10:
@gambiste1
@barrienj
@adamsinger
@mogulazam
@realkunalashah
@yogeshbang
@sselvinjacob100
@stefanomjr
@_b_i_o_t_e_c_h_
@biotech2050


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