CRISPR, Twitter, 3/8/2022 10:13:59 PM, 272825


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CRISPR_2022-03-08_06-03-21.xlsx
CRISPR_2022-03-08_06-03-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 08, 2022
Short Description:
CRISPR via NodeXL https://bit.ly/3HTVH2h
@statnews
@mbeisen
@jsherkow
@lluismontoliu
@naturerevcancer
@intelliatx
@urnovfyodor
@hassanaesthetic
@nature
@gmwatch

Top hashtags:
#crispr
#patent
#geneediting
#biotech
#genomeediting
#hiv
#sciencewebinars
#science

Description:
Description
The graph represents a network of 6,881 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, 08 March 2022 at 14:16 UTC.

The requested start date was Tuesday, 08 March 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 8-day, 8-hour, 1-minute period from Wednesday, 23 February 2022 at 18:08 UTC to Friday, 04 March 2022 at 02:10 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 : 6881
Unique Edges : 4842
Edges With Duplicates : 9605
Total Edges : 14447
Number of Edge Types : 5
Tweet : 2384
Retweet : 3982
MentionsInRetweet : 5326
Replies to : 719
Mentions : 2036
Self-Loops : 2457
Reciprocated Vertex Pair Ratio : 0.0260881504874365
Reciprocated Edge Ratio : 0.0508497256791115
Connected Components : 1602
Single-Vertex Connected Components : 975
Maximum Vertices in a Connected Component : 3516
Maximum Edges in a Connected Component : 9518
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.522871
Graph Density : 0.000157853780041435
Modularity : 0.526089
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,881 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, 08 March 2022 at 14:16 UTC.

The requested start date was Tuesday, 08 March 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 8-day, 8-hour, 1-minute period from Wednesday, 23 February 2022 at 18:08 UTC to Friday, 04 March 2022 at 02:10 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:
[259] https://www.statnews.com/2022/02/28/uc-berkeley-loses-crispr-patent-case-invalidating-licenses-it-granted-gene-editing-companies/
[92] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-00512-w
[56] https://mindinghearts.com/2021/11/04/if-crispr-changes-what-humanity-looks-like-who-will-own-the-patent-designer-babies-and-eliminating-sickness-and-disease-are-within-human-reach/
[52] https://www.americansecurityproject.org/crispr-is-making-bioweapons-more-accessible/#:~:text=The%20National%20Academy%20of%20Sciences,person%20both%20financially%20and%20technically
[46] https://www.mercurynews.com/2022/02/28/uc-berkeley-loses-crispr-gene-editing-patent-case/
[34] https://www.theverge.com/2022/3/1/22956326/crispr-patent-uc-berkeley-broad-institute-nobel
[33] https://www.science.org/content/article/crispr-s-nobel-prize-winners-defeated-key-patent-claim-genome-editor?cookieSet=1
[30] https://twitter.com/jsherkow/status/1498413775329935361
[29] https://www.scribd.com/document/561762623/106-115-Decision-on-Priority
[29] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fmolecular-cell%2Ffulltext%2FS1097-2765%2822%2900107-1%3Frss%3Dyes%26utm_source%3Ddlvr.it%26utm_medium%3Dtwitter&rc=0

Top URLs in Tweet in G1:
[69] https://www.statnews.com/2022/02/28/uc-berkeley-loses-crispr-patent-case-invalidating-licenses-it-granted-gene-editing-companies/
[56] https://mindinghearts.com/2021/11/04/if-crispr-changes-what-humanity-looks-like-who-will-own-the-patent-designer-babies-and-eliminating-sickness-and-disease-are-within-human-reach/
[44] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-00512-w
[19] https://www.scribd.com/document/561762623/106-115-Decision-on-Priority
[18] https://www.theverge.com/2022/3/1/22956326/crispr-patent-uc-berkeley-broad-institute-nobel
[17] https://news.ycombinator.com/item?id=30507799
[17] https://www.mercurynews.com/2022/02/28/uc-berkeley-loses-crispr-gene-editing-patent-case/
[17] https://www.science.org/content/article/crispr-s-nobel-prize-winners-defeated-key-patent-claim-genome-editor?cookieSet=1
[12] https://www.wsj.com/articles/crispr-patent-gene-editing-dispute-11646187911
[10] https://www.bloomberg.com/tosv2.html?vid=&uuid=f687deb7-99cd-11ec-adcf-6d6f77416c6a&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMi0wMy0wMS9jcmlzcHItbWlnaHQtYWN0dWFsbHktbGl2ZS11cC10by1pdHMtaW1tZW5zZS1oeXBl

Top URLs in Tweet in G2:
[46] https://www.statnews.com/2022/02/28/uc-berkeley-loses-crispr-patent-case-invalidating-licenses-it-granted-gene-editing-companies/
[11] https://www.biopharmadive.com/news/intellia-crispr-updated-results-gene-editing-ttr/619433/
[10] https://www.genengnews.com/crispr-cas9/ptab-sides-with-broad-institute-over-cvc-on-crispr-patent-priority/
[9] https://www.globenewswire.com/news-release/2022/02/28/2393640/0/en/Intellia-and-Regeneron-Announce-Updated-Phase-1-Data-Demonstrating-a-Single-Dose-of-NTLA-2001-an-Investigational-CRISPR-Therapy-for-Transthyretin-ATTR-Amyloidosis-Resulted-in-Rapid.html
[8] https://twitter.com/jsherkow/status/1498413775329935361
[7] https://www.bloomberg.com/tosv2.html?vid=&uuid=f687deb7-99cd-11ec-adcf-6d6f77416c6a&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMi0wMy0wMS9jcmlzcHItbWlnaHQtYWN0dWFsbHktbGl2ZS11cC10by1pdHMtaW1tZW5zZS1oeXBl
[7] https://www.statnews.com/2022/02/28/intellia-therapeutics-shows-improved-sustained-effect-from-in-vivo-crispr-treatment/
[7] https://www.investors.com/news/technology/ntla-stock-crashes-as-patent-decision-shadowd-crispr-gene-editing-data/
[5] https://endpts.com/expanded-intellia-crispr-data-set-up-showdown-with-pfizer-ionis-and-alnylam-in-not-so-rare-disease/
[5] https://thecrisprcas9model.blogspot.com/2021/12/theoretical-model-spring-batch-karp.html

Top URLs in Tweet in G3:
[56] https://www.statnews.com/2022/02/28/uc-berkeley-loses-crispr-patent-case-invalidating-licenses-it-granted-gene-editing-companies/
[14] https://www.statnews.com/2022/03/02/3-burning-questions-created-by-the-big-crispr-patent-ruling/
[6] https://www.statnews.com/feature/crispr/tracker/
[6] https://www.statnews.com/2022/02/18/jennifer-doudna-and-marty-chavez-on-where-crispr-meets-wall-street/
[6] https://time.com/6153008/crispr-patent-ruling/?utm_source=dlvr.it&utm_medium=twitter
[5] https://geneticliteracyproject.org/2022/02/25/how-crispr-gene-editing-might-soon-protect-us-against-alzheimers/
[3] https://www.theverge.com/2022/3/1/22956326/crispr-patent-uc-berkeley-broad-institute-nobel
[3] https://www.statnews.com/2022/02/28/intellia-therapeutics-shows-improved-sustained-effect-from-in-vivo-crispr-treatment/
[3] https://twitter.com/jsherkow/status/1498413775329935361
[2] https://www.statnews.com/2022/02/28/uc-berkeley-loses-crispr-patent-case-invalidating-licenses-it-granted-gene-editing-companies/?utm_content=buffer4cc58&utm_medium=social&utm_source=twitter&utm_campaign=twitter_organic

Top URLs in Tweet in G4:
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41568-022-00441-w
[3] https://www.statnews.com/2022/02/28/intellia-therapeutics-shows-improved-sustained-effect-from-in-vivo-crispr-treatment/
[2] https://twitter.com/jsherkow/status/1498413775329935361
[2] https://www.sciencedirect.com/science/article/abs/pii/S0958166922000258
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/breakthrough-gene-editing-technology-belongs-harvard-mit-us-tribunal-2022-03-01/
[1] https://www.michaeleisen.org/blog/?p=1825
[1] https://www.science.org/content/article/first-gene-editing-treatment-injected-blood-reduces-toxic-protein-1-year?cookieSet=1
[1] https://twitter.com/mbeisen/status/1498680623866814474
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-00512-w
[1] https://ir.intelliatx.com/news-releases/news-release-details/intellia-and-regeneron-announce-updated-phase-1-data

Top URLs in Tweet in G5:
[15] https://www.statnews.com/2022/02/28/uc-berkeley-loses-crispr-patent-case-invalidating-licenses-it-granted-gene-editing-companies/
[12] https://www.nature.com/articles/d41586-022-00512-w?utm_term=Autofeed&utm_campaign=nature&utm_medium=Social&utm_source=Twitter#Echobox=1645756658
[8] https://www.nature.com/articles/s41586-022-04470-1?utm_medium=Social&utm_campaign=nature&utm_source=Twitter#Echobox=1646242915
[5] https://www.nature.com/articles/s41586-022-04470-1
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-00512-w
[4] https://www.science.org/content/article/crispr-s-nobel-prize-winners-defeated-key-patent-claim-genome-editor?cookieSet=1
[2] https://www.broadinstitute.org/crispr/journalists-statement-and-background-crispr-patent-process
[2] https://drive.google.com/file/d/1-NxaE-FqWz1spjckk-Q6I_-LuKSzvMg3/view
[2] https://www.nature.com/articles/s41467-018-07827-1
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fmolecular-cell%2Ffulltext%2FS1097-2765%2822%2900107-1&rc=0

Top URLs in Tweet in G6:
[11] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41568-022-00441-w%3Futm_source%3Ddlvr.it%26utm_medium%3Dtwitter
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fmolecular-cell%2Ffulltext%2FS1097-2765%2822%2900107-1%3Frss%3Dyes%26utm_source%3Ddlvr.it%26utm_medium%3Dtwitter&rc=0
[2] https://www.nature.com/articles/s41568-022-00441-w
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dr8zRNHBijYY&q=EgS4SO-bGJ_w-YYGIhA-7rsKdJv7e_uv7JxB2cpfMgFy
[2] https://www.cell.com/molecular-cell/fulltext/S1097-2765(22)00102-2?rss=yes&utm_source=dlvr.it&utm_medium=twitter
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41568-022-00441-w
[1] https://www.freethink.com/health/alzheimers-crispr?utm_content=buffera0b5c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.nature.com/articles/s41568-022-00441-w?utm_content=bufferb2126&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.twistbioscience.com/resources/application-note/identifying-genetic-drivers-innate-immunity-using-custom-targeted-crispr?utm_term=&utm_content=buffer16fe3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://febs.onlinelibrary.wiley.com/doi/10.1111/febs.13766

Top URLs in Tweet in G7:
[21] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fmolecular-cell%2Ffulltext%2FS1097-2765%2822%2900107-1%3Frss%3Dyes%26utm_source%3Ddlvr.it%26utm_medium%3Dtwitter&rc=0
[8] https://phys.org/news/2022-02-approach-enables-faster-characterization-crispr.html
[7] https://www.cell.com/molecular-cell/fulltext/S1097-2765(22)00102-2?rss=yes&utm_source=dlvr.it&utm_medium=twitter
[6] https://www.science.org/doi/10.1126/science.abi8870
[4] https://academic.oup.com/nar/advance-article/doi/10.1093/nar/gkac095/6536891
[3] https://view6.workcast.net/register?cpak=4695137240135992&referrer=ScienceTwitter2&utm_campaign=science-webinars-2022&utm_source=twitter&utm_medium=card-post
[3] https://sciencebusiness.technewslit.com/?p=43086
[2] https://view6.workcast.net/register?cpak=4695137240135992&referrer=ScienceTwitter1&utm_campaign=science-webinars-2022&utm_source=twitter&utm_medium=card-post
[2] https://view6.workcast.net/register?cpak=4695137240135992&referrer=AAASTwitter2&utm_campaign=science-webinars-2022&utm_source=twitter&utm_medium=card-post
[2] https://view6.workcast.net/register?cpak=4695137240135992&referrer=AAASTwitter1&utm_campaign=science-webinars-2022&utm_source=twitter&utm_medium=card-post

Top URLs in Tweet in G8:
[52] https://www.americansecurityproject.org/crispr-is-making-bioweapons-more-accessible/#:~:text=The%20National%20Academy%20of%20Sciences,person%20both%20financially%20and%20technically
[3] https://www.scientificamerican.com/article/u-s-military-preps-for-gene-drives-run-amok/
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell-reports%2Ffulltext%2FS2211-1247%2816%2930298-4&rc=0
[3] https://www.nobelprize.org/prizes/chemistry/2020/summary/
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-00512-w
[2] https://twitter.com/Very_0wn/status/1483720450668580864
[2] http://s28.q4cdn.com/781576035/files/doc_presentation/2022/01/JPM-2022-mRNA-collabs-Slides-FINAL-(01.10.22).pdf
[2] https://www.nejm.org/doi/full/10.1056/NEJMoa2107454?query=recirc_curatedRelated_article&cookieSet=1
[2] https://time.com/5927342/mrna-covid-vaccine/
[2] https://idp.nature.com/authorize?client_id=naturereferenceclient&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fsrep22312&response_type=cookie

Top URLs in Tweet in G9:
[18] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-00512-w
[8] https://www.mercurynews.com/2022/02/28/uc-berkeley-loses-crispr-gene-editing-patent-case/
[5] https://www.eastbaytimes.com/2022/02/28/uc-berkeley-loses-crispr-gene-editing-patent-case/
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-01906-4
[3] https://trib.al/YJyrNM9
[2] https://twitter.com/greenpeacefr/status/1497888641103937537
[2] https://twitter.com/GMWatch/status/1497177020547141634
[2] https://www.sustainablefoodsupply.org/waarom-het-werkelijk-gaat-bij-een-gezonde-leefstijl-en-een-toereikende-duurzame-voedselvoorziening/
[2] https://www.theatlantic.com/science/archive/2018/12/15-worrying-things-about-crispr-babies-scandal/577234/
[1] https://twitter.com/StopGeneDrives/status/1499435678299561991

Top URLs in Tweet in G10:
[6] https://www.phillyvoice.com/hiv-cure-research-temple-clinical-trial-crispr-gene-editing-/
[4] https://www.fiercebiotech.com/biotech/moderna-starts-testing-mrna-hiv-vaccine-and-excision-launches-crispr-trial-for-virus-months
[3] https://www.nature.com/articles/d41586-022-00512-w?error=cookies_not_supported&code=40ac497f-fb78-4f18-accd-a9f3831e0a8a&utm_medium=Social&utm_campaign=nature&utm_source=Twitter#Echobox=1645797560-1
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fmolecular-therapy-family%2Fmethods%2Ffulltext%2FS2329-0501%2822%2900026-2&rc=0
[2] https://www.the-scientist.com/?articles.view/articleNo/45119/title/-Heroes-of-CRISPR--Disputed/
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-00512-w
[2] https://www.statnews.com/2022/02/28/uc-berkeley-loses-crispr-patent-case-invalidating-licenses-it-granted-gene-editing-companies/
[2] https://medicine.temple.edu/news/first-clinical-trial-crispr-based-hiv-therapy-founded-breakthrough-research-lewis-katz-school?utm_source=social&utm_campaign=HIV
[2] https://medicine.temple.edu/news/first-clinical-trial-crispr-based-hiv-therapy-founded-breakthrough-research-lewis-katz-school
[1] https://www.statnews.com/2022/02/28/intellia-therapeutics-shows-improved-sustained-effect-from-in-vivo-crispr-treatment/

Top Domains
Top Domains in Tweet in Entire Graph:
[375] statnews.com
[281] twitter.com
[225] nature.com
[88] youtube.com
[75] theverge.com
[69] science.org
[65] nih.gov
[56] mindinghearts.com
[53] bloomberg.com
[52] americansecurityproject.org

Top Domains in Tweet in G1:
[94] statnews.com
[77] twitter.com
[68] nature.com
[56] mindinghearts.com
[35] nih.gov
[30] science.org
[28] theverge.com
[23] wsj.com
[19] bloomberg.com
[19] scribd.com

Top Domains in Tweet in G2:
[62] statnews.com
[41] twitter.com
[17] biopharmadive.com
[16] nature.com
[15] bloomberg.com
[15] genengnews.com
[14] globenewswire.com
[12] liebertpub.com
[8] endpts.com
[8] investors.com

Top Domains in Tweet in G3:
[108] statnews.com
[8] twitter.com
[8] time.com
[5] fiercebiotech.com
[5] geneticliteracyproject.org
[4] theverge.com
[4] globenewswire.com
[3] mercurynews.com
[3] benzinga.com
[3] biopharmadive.com

Top Domains in Tweet in G4:
[4] nature.com
[3] twitter.com
[3] statnews.com
[2] sciencedirect.com
[1] reuters.com
[1] michaeleisen.org
[1] science.org
[1] intelliatx.com

Top Domains in Tweet in G5:
[35] nature.com
[16] statnews.com
[7] naukas.com
[6] science.org
[3] elsevierhealth.com
[2] twitter.com
[2] fundacion-antama.org
[2] broadinstitute.org
[2] google.com
[1] doi.org

Top Domains in Tweet in G6:
[19] nature.com
[3] twitter.com
[3] cell.com
[2] elsevierhealth.com
[2] wsj.com
[2] google.com
[1] freethink.com
[1] twistbioscience.com
[1] wiley.com
[1] medicalxpress.com

Top Domains in Tweet in G7:
[22] elsevierhealth.com
[11] science.org
[9] workcast.net
[8] phys.org
[7] cell.com
[7] workcast.com
[4] oup.com
[4] twitter.com
[3] statnews.com
[3] technewslit.com

Top Domains in Tweet in G8:
[52] americansecurityproject.org
[25] twitter.com
[5] nature.com
[3] scientificamerican.com
[3] elsevierhealth.com
[3] nobelprize.org
[2] q4cdn.com
[2] nejm.org
[2] time.com
[2] frontiersin.org

Top Domains in Tweet in G9:
[21] nature.com
[12] twitter.com
[8] mercurynews.com
[5] eastbaytimes.com
[3] testbiotech.org
[3] trib.al
[2] sustainablefoodsupply.org
[2] theatlantic.com
[1] cban.ca
[1] scmp.com

Top Domains in Tweet in G10:
[8] the-scientist.com
[8] fiercebiotech.com
[6] phillyvoice.com
[5] nature.com
[4] temple.edu
[3] statnews.com
[3] elsevierhealth.com
[2] linkedin.com
[1] freethink.com
[1] regmednet.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1410] crispr
[181] patent
[130] geneediting
[97] biotech
[63] genomeediting
[41] hiv
[38] sciencewebinars
[38] science
[36] genomics
[34] genetics



Top Hashtags in Tweet in G1:
[114] crispr
[25] biotech
[13] geneediting
[11] patent
[10] patents
[7] biotechnology
[6] news
[5] science
[5] lifescience
[4] bioengineering

Top Hashtags in Tweet in G2:
[393] crispr
[116] patent
[43] geneediting
[38] genomeediting
[37] biotech
[26] genomics
[16] fintwit
[15] t1d
[14] genetherapy
[14] womenshistorymonth

Top Hashtags in Tweet in G3:
[84] crispr
[24] patent
[9] geneediting
[9] biotech
[6] heallthcare
[1] covid19
[1] statcrisprtrackr
[1] genomeediting
[1] nowhiring
[1] multiplemyeloma

Top Hashtags in Tweet in G4:
[2] crispr
[2] patent

Top Hashtags in Tweet in G5:
[50] crispr
[8] ukraine
[6] editandogenes
[4] mareksdiseasevirus
[4] geneediting
[2] patent
[2] biotecnología
[2] sostenibilidad
[2] als
[2] unc13a

Top Hashtags in Tweet in G6:
[37] crispr
[16] cancer
[5] geneediting
[3] bacteria
[3] archaea
[2] genetherapy
[2] geneticdiseases
[2] oncology
[2] cancersucks
[1] alzheimers

Top Hashtags in Tweet in G7:
[100] crispr
[37] sciencewebinars
[22] omics
[9] webinar
[7] geneexpression
[6] geneediting
[6] statmadness
[5] cpwebinars
[5] leukemia
[3] crispri

Top Hashtags in Tweet in G8:
[2] crispr

Top Hashtags in Tweet in G9:
[118] crispr
[10] gmo
[8] patent
[4] gentechnik
[3] bioethics
[3] adoption
[2] genomeediting
[2] geneticengineering
[2] ticks
[2] criprcas9

Top Hashtags in Tweet in G10:
[36] hiv
[20] crispr
[7] stemcells
[5] science
[3] primeediting
[3] geneediting
[2] landergate
[2] biotech
[2] genetics
[2] witlof

Top Words
Top Words in Tweet in Entire Graph:
[4926] crispr
[1695] patent
[1472] editing
[1421] gene
[1405] #crispr
[853] berkeley
[828] loses
[797] uc
[735] cas9
[717] case

Top Words in Tweet in G1:
[965] crispr
[298] patent
[240] editing
[238] gene
[140] cas9
[127] berkeley
[124] uc
[123] case
[116] babies
[114] #crispr

Top Words in Tweet in G2:
[468] crispr
[389] #crispr
[230] patent
[199] editing
[174] gene
[142] loses
[141] ntla
[116] #patent
[114] jsherkow
[111] cvc

Top Words in Tweet in G3:
[440] crispr
[414] patent
[320] editing
[311] gene
[308] statnews
[295] uc
[292] berkeley
[277] case
[275] loses
[256] invalidating

Top Words in Tweet in G4:
[279] crispr
[240] mbeisen
[234] patent
[233] public
[229] patentable
[228] absurd
[228] ruling
[228] crime
[228] invention
[228] made

Top Words in Tweet in G5:
[151] crispr
[66] nature
[60] lluismontoliu
[50] #crispr
[49] protect
[48] first
[48] babies
[47] debate
[46] prompts
[46] ethical

Top Words in Tweet in G6:
[119] crispr
[115] naturerevcancer
[96] progress
[95] review
[61] cancer
[60] nevillesanjana
[60] dow_lab
[56] cmcaragine
[55] alynakatti
[55] biancaaadiaz

Top Words in Tweet in G7:
[100] #crispr
[85] crispr
[54] cell
[52] editing
[46] sciencemagazine
[44] march
[44] 12
[43] join
[40] gene
[40] next

Top Words in Tweet in G8:
[118] crispr
[59] kathmlee1
[53] bioweapon
[53] again
[52] very_0wn
[44] cas9
[40] gene
[34] editing
[21] mrna
[20] nih

Top Words in Tweet in G9:
[118] #crispr
[89] editing
[83] gmwatch
[79] gene
[48] human
[42] crispr
[37] patent
[35] embryos
[33] journal
[32] nature

Top Words in Tweet in G10:
[43] crispr
[36] #hiv
[34] cure
[22] clinical
[22] first
[20] #crispr
[18] day
[17] therapy
[17] find
[17] trial

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1180] gene,editing
[1027] crispr,patent
[763] uc,berkeley
[675] patent,case
[644] berkeley,loses
[595] loses,crispr
[579] crispr,cas9
[489] case,invalidating
[445] granted,gene
[427] editing,companies

Top Word Pairs in Tweet in G1:
[195] gene,editing
[156] crispr,patent
[117] uc,berkeley
[116] patent,case
[109] berkeley,loses
[108] crispr,cas9
[107] loses,crispr
[88] crispr,gene
[56] broad,institute
[56] designer,babies

Top Word Pairs in Tweet in G2:
[135] gene,editing
[121] crispr,patent
[107] #crispr,#patent
[88] claims,unpatentable
[87] #patent,interference
[87] interference,came
[87] came,uc's
[87] uc's,claims
[87] unpatentable,under
[87] under,35

Top Word Pairs in Tweet in G3:
[302] gene,editing
[291] crispr,patent
[288] uc,berkeley
[273] patent,case
[264] berkeley,loses
[256] case,invalidating
[255] granted,gene
[249] loses,crispr
[249] editing,companies
[223] invalidating,licenses

Top Word Pairs in Tweet in G4:
[233] crispr,patent
[228] absurd,crispr
[228] patent,ruling
[228] ruling,crime
[228] crime,invention
[228] invention,made
[228] made,public
[228] public,funds
[228] funds,patentable
[227] mbeisen,absurd

Top Word Pairs in Tweet in G5:
[48] protect,first
[46] babies,prompts
[46] prompts,ethical
[46] ethical,debate
[44] first,crispr
[44] crispr,babies
[39] nature,protect
[30] debate,ahead
[30] ahead,researcher's
[30] researcher's,possible

Top Word Pairs in Tweet in G6:
[57] nevillesanjana,dow_lab
[55] alynakatti,biancaaadiaz
[54] biancaaadiaz,cmcaragine
[53] cmcaragine,nevillesanjana
[53] review,alynakatti
[52] dow_lab,outline
[52] outline,enormous
[52] enormous,progress
[51] naturerevcancer,review
[44] progress,made

Top Word Pairs in Tweet in G7:
[37] join,#sciencewebinars
[37] #sciencewebinars,next
[37] next,broadcast
[37] march,12
[33] without,cut
[31] gene,editing
[26] broadcast,march
[26] 12,#crispr
[26] #crispr,without
[25] molecularcell,online

Top Word Pairs in Tweet in G8:
[52] again,bioweapon
[51] kathmlee1,again
[41] crispr,cas9
[23] gene,editing
[16] uc,berkeley
[15] incorrect,call
[15] call,uspto
[15] uspto,uc
[15] berkeley,loses
[15] loses,crispr

Top Word Pairs in Tweet in G9:
[79] gene,editing
[38] #crispr,gene
[35] editing,human
[35] human,embryos
[31] embryos,wreaks
[30] commentary,journal
[30] journal,nature
[30] nature,noted
[30] noted,suite
[30] suite,studies

Top Word Pairs in Tweet in G10:
[16] clinical,trial
[16] efforts,find
[16] find,cure
[16] cure,#hiv
[16] #hiv,continue
[16] continue,look
[16] look,forward
[16] forward,day
[16] day,reality
[16] reality,wait

Top Replied-To
Top Replied-To in Entire Graph:
@jhas5
@bradloncar
@_crispr_
@crispr____cas9
@miragenos
@intelliatx
@biohazard3737
@hassanaesthetic
@biotech2k1
@crisprinvestors

Top Replied-To in G1:

Top Replied-To in G2:
@bradloncar
@biohazard3737
@intelliatx
@biotech2k1
@hassanaesthetic
@yaireinhorn
@crisprinvestors
@geneinvesting
@urnovfyodor
@natharooni

Top Replied-To in G3:
@invitaeupdates
@science_latte
@mariambakhtiari
@traverhart
@sushidude
@medicalquack
@statnews
@sstrumello

Top Replied-To in G4:
@mbeisen
@jasegehring
@mike_leventhal

Top Replied-To in G5:
@pablonavarrolab
@johndoench
@kyt_thatsme
@pracheeac
@evamartinbe
@plaza_bickle
@gaetanburgio
@nature

Top Replied-To in G6:
@intelliatx

Top Replied-To in G7:
@fedorovmykhailo
@elonmusk

Top Replied-To in G8:
@cocobased
@very_0wn
@tony_vandongen
@sunshine_comes
@cswarketatora
@milehijules
@jikkykjj
@alimasubway
@akheriaty
@mrtheposter

Top Replied-To in G9:
@greenpeacefr
@eben_kirksey
@macharoesink
@m_botbol_baum
@janetaylor911

Top Replied-To in G10:
@tinkinggumbel
@braincures

Top Mentioned
Top Mentioned in Entire Graph:
@statnews
@mbeisen
@jsherkow
@naturerevcancer
@nesrindurgut
@gmwatch
@intelliatx
@helenbranswell
@rainmaker1973
@lluismontoliu

Top Mentioned in G1:
@cozza_86
@rz733375
@wolven
@vincenz01187115
@cmencke
@patka0091
@paravola
@masseyeandear
@lifeboathq
@socolimeshot

Top Mentioned in G2:
@jsherkow
@intelliatx
@skathire
@broadinstitute
@urnovfyodor
@crisprtx
@crisprjournal
@yaireinhorn
@genbio
@uspto

Top Mentioned in G3:
@statnews
@rickberke
@novapbs
@meganmolteni
@drrimmer
@jsherkow
@amywebb
@stearnslab
@jaspar
@lonnierhea

Top Mentioned in G4:
@mbeisen
@calimaq
@alfredopietraca
@__josephwilk
@jsherkow
@statnews
@bert_hu_bert
@stevensalzberg1
@vivek_mutalik
@paperperday

Top Mentioned in G5:
@lluismontoliu
@nature
@gaetanburgio
@muyinteresante
@patriciaenverde
@nextdoorpublish
@johndoench
@paulacarpintero
@mariadmayan
@nannosono

Top Mentioned in G6:
@naturerevcancer
@nevillesanjana
@dow_lab
@cmcaragine
@alynakatti
@biancaaadiaz
@natureportfolio
@delthiaricks
@cellreports
@twistbioscience

Top Mentioned in G7:
@sciencemagazine
@molecularcell
@beisellab
@helmholtz_hiri
@aaas
@cemm
@newsfromscience
@cemm_news
@oeaw
@columbia

Top Mentioned in G8:
@kathmlee1
@very_0wn
@r_h_ebright
@kevin_mckernan
@jikkykjj
@clucky92864053
@tony_vandongen
@anita_novey
@genentanglement
@pathogenetics

Top Mentioned in G9:
@gmwatch
@greenpeacefr
@emmanuelmacron
@bbuizer
@testbiotech
@epoorg
@biotechaction
@eastbaytimes
@siggysyzygy
@j_denormandie

Top Mentioned in G10:
@moltherapy
@aidshealthcare
@capitinimd
@uwmadengr
@templemedschool
@fiercebiotech
@wiscpediatrics
@uva_amsterdam
@wscsummit
@thescientistllc

Top Tweeters
Top Tweeters in Entire Graph:
@famima_reply
@jornalistavitor
@knewz_currently
@rankingko
@robinsnewswire
@zyitegadgets
@medicinehelp
@chris_1791
@gambiste1
@world_news_eng

Top Tweeters in G1:
@knewz_currently
@rankingko
@robinsnewswire
@zyitegadgets
@medicinehelp
@chris_1791
@tickeron
@andyvermaut
@jacekwierzbicki
@crweworld

Top Tweeters in G2:
@gambiste1
@meruemgi
@waweru
@lelkan
@cnbc
@1atsuhimerose2
@quantisnow
@botfemale
@ig
@igorcarron

Top Tweeters in G3:
@bunrxm
@1loriking
@jjj5819
@fleming77
@maegan_laporte
@royaleight
@net2ayurveda
@drpatfarrell
@drrimmer
@realtuckfrumper

Top Tweeters in G4:
@lizditz
@shasta_otter
@silentn1223
@drugmonkeyblog
@east_of_hell
@sxpert1
@steltenpower
@dianabardsley
@barrakiaxonn
@hipsterelectron

Top Tweeters in G5:
@magicdmw
@oregakitaworld
@411emilio
@kaluapiscis
@sydnets
@ayirpelle
@marcocampa10
@fm7
@alpha1malegroom
@muyinteresante

Top Tweeters in G6:
@baronianconsult
@laeulogiatapia
@ganjasmokercb
@chabis_ch
@onemored8
@johnkenten
@hephaistos_ai
@dcolgren
@2bedareelthing
@sciam

Top Tweeters in G7:
@jornalistavitor
@omi_082
@equateall
@laporres
@drferdowsi
@mogeladze1
@scieducation1
@michaelbertakis
@physorg_com
@palmarine128

Top Tweeters in G8:
@idomain8
@vhalen67
@dmama232323
@momislazy11
@adriennem5
@devinedianakin
@goughmonet
@tracybaxter11
@carmilla5
@antov2401

Top Tweeters in G9:
@_redfrog
@mikecoulson48
@glynmoody
@irisstylosa
@paulrogers002
@michael_kunz
@theroigner
@kirkmurphy
@scmpnews
@macharoesink

Top Tweeters in G10:
@jrehnj
@techcrunch
@guykawasaki
@braincures
@sdelagrave
@monicaarcia
@do_kinder
@thescientistllc
@deedhungel
@franknorman


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