CRISPR, Twitter, 2/18/2020 10:35:44 PM, 221442


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CRISPR_2020-02-18_06-48-39.xlsx
CRISPR_2020-02-18_06-48-39.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 18, 2020
Short Description:
CRISPR via NodeXL http://bit.ly/2Ve3vY7
@nature
@ethanjweiss
@erictopol
@sciencenews
@doudna_lab
@lluismontoliu
@naturenews
@crisprjournal
@naturebiotech
@sciencemagazine

Top hashtags:
#crispr
#geneediting
#cancer
#tcells
#ksgenome
#coronavirus
#universalfluvaccine

Description:
Description
The graph represents a network of 5,134 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, 18 February 2020 at 14:49 UTC.

The requested start date was Tuesday, 18 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 4-day, 5-hour, 54-minute period from Tuesday, 11 February 2020 at 05:54 UTC to Saturday, 15 February 2020 at 11:48 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 : 5134
Unique Edges : 6734
Edges With Duplicates : 1187
Total Edges : 7921
Number of Edge Types : 4
MentionsInRetweet : 4676
Tweet : 1368
Replies to : 354
Mentions : 1523
Self-Loops : 1368
Reciprocated Vertex Pair Ratio : 0.0241586137954015
Reciprocated Edge Ratio : 0.0471774849520091
Connected Components : 1114
Single-Vertex Connected Components : 645
Maximum Vertices in a Connected Component : 2481
Maximum Edges in a Connected Component : 4789
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.851683
Graph Density : 0.000233257751295098
Modularity : 0.728763
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 5,134 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, 18 February 2020 at 14:49 UTC.

The requested start date was Tuesday, 18 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 4-day, 5-hour, 54-minute period from Tuesday, 11 February 2020 at 05:54 UTC to Saturday, 15 February 2020 at 11:48 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:
[292] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-1978-5
[120] https://www.sciencenews.org/article/crispr-edited-immune-cells-cancer-clinical-trial
[111] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-00340-w
[53] https://www.nature.com/articles/d41586-020-00340-w?utm_source=twt_nnc&utm_medium=social&utm_campaign=naturenews&utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=NatureNews_&sf229905368=1
[37] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-020-0414-6
[33] https://www.nature.com/articles/d41586-020-00340-w?utm_source=twt_nnc&utm_medium=social&utm_campaign=naturenews&sf229978114=1
[27] https://www.sciencemag.org/news/2020/02/cutting-edge-crispr-gene-editing-appears-safe-three-cancer-patients
[23] https://science.sciencemag.org/content/early/2020/02/05/science.aba7365
[21] https://www.youtube.com/watch?v=jAhjPd4uNFY&feature=youtu.be

[19] https://endpts.com/carl-june-on-crispr-car-t-and-how-the-vietnam-war-dropped-him-into-medicine/

Top URLs in Tweet in G1:
[283] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-1978-5
[35] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-020-0414-6
[5] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-020-0422-6
[5] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-00340-w
[4] https://montoliu.naukas.com/2020/02/09/seguridad-de-las-herramientas-crispr-para-futuros-tratamientos-contra-el-cancer/
[3] https://www.biorxiv.org/cgi/content/short/2020.02.13.947002v1
[3] https://science.sciencemag.org/content/early/2020/02/05/science.aba7365
[2] https://news.harvard.edu/gazette/story/2020/02/how-crispr-technology-is-advancing/
[2] https://endpts.com/carl-june-on-crispr-car-t-and-how-the-vietnam-war-dropped-him-into-medicine/
[2] https://www.biorxiv.org/cgi/content/short/2020.02.11.944819v1

Top URLs in Tweet in G2:
[45] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-00340-w
[12] https://www.xataka.com/medicina-y-salud/espana-tendra-sus-propios-embriones-crispr-biotecnologia-punta-para-entender-que-algunos-embriones-no-siguen-adelante
[11] http://clinicaltrials.gov
[10] https://www.xataka.com/medicina-y-salud/espana-tendra-sus-propios-embriones-crispr-biotecnologia-punta-para-entender-que-algunos-embriones-no-siguen-adelante?utm_source=dlvr.it&utm_medium=twitter
[8] https://science.sciencemag.org/content/early/2020/02/05/science.aba7365
[8] https://twitter.com/ethanjweiss/status/1227226036770721792
[8] https://www.biospace.com/article/first-proof-crispr-can-be-safe-in-cancer-therapy/
[7] https://www.sciencedaily.com/releases/2020/02/200212131458.htm
[6] https://www.sciencenews.org/article/crispr-edited-immune-cells-cancer-clinical-trial
[6] https://www.sciencenews.org/article/scientists-work-tame-cat-allergies-crispr-vaccine-food-therapy

Top URLs in Tweet in G3:
[14] https://elifesciences.org/for-the-press/7a7f4070/scientists-develop-first-crispr-based-gene-drives-for-controlling-dengue-carrying-mosquitoes
[8] https://liugroup.us/resources/
[7] http://www.givememyremote.com/remote/2020/02/07/crispr-neal-baer-designated-survivor-season-4-welcome-to-chechnya/
[5] https://twitter.com/BanfieldLab/status/1227663907872886784?s=20
[3] https://www.broadinstitute.org/news/building-better-base-editors
[3] https://twitter.com/mammothbiosci/status/1228000381654798336
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-1978-5
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41587-020-0414-6
[2] https://twitter.com/zhangf/status/1228402392435019776
[2] https://mammoth.bio/2020/02/06/mammoth-interviews-beeke-wienert-postdoctoral-researcher-at-the-gladstone-institutes/

Top URLs in Tweet in G4:
[6] https://twitter.com/ethanjweiss/status/1227226036770721792
[2] https://muse.jhu.edu/article/748048
[2] https://muse.jhu.edu/article/748050
[2] https://endpts.com/carl-june-on-crispr-car-t-and-how-the-vietnam-war-dropped-him-into-medicine/
[2] https://threadreaderapp.com/thread/1227226036770721792.html
[1] https://muse.jhu.edu/article/748051#.XkKuOZ1JcdA.twitter
[1] https://muse.jhu.edu/issue/41830
[1] https://twitter.com/johndoench/status/1227046041977073664
[1] https://www.bbc.co.uk/iplayer/episode/m000dt7d/storyville-the-gene-revolution-changing-human-nature
[1] https://www.bbc.co.uk/programmes/m000dt7d?fbclid=IwAR1jpbj2OsKmKynslP65slsqtquNatl4IGamAS3Jm-Qqyiugg3_fXtwliz0

Top URLs in Tweet in G5:
[14] https://medicalxpress.com/news/2020-02-crispr-minigene-approach-genetic-liver.html
[11] https://phys.org/news/2020-02-crispr-based-tool-probe-genetic-circuits.html
[6] https://endpts.com/carl-june-on-crispr-car-t-and-how-the-vietnam-war-dropped-him-into-medicine/
[5] https://star-protocols.cell.com/protocols/17?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.newscientist.com/article/2232722-crispr-cancer-trial-finds-that-gene-edited-immune-cells-are-safe/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter
[3] https://www.sciencenews.org/article/crispr-edited-immune-cells-cancer-clinical-trial
[3] https://www.sciencemag.org/news/2020/02/cutting-edge-crispr-gene-editing-appears-safe-three-cancer-patients
[2] https://www.nature.com/articles/d41586-020-00340-w?utm_source=twt_nnc&utm_medium=social&utm_campaign=naturenews&utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=NatureNews_&sf229905368=1
[2] https://www.nature.com/articles/d41586-020-00340-w?utm_source=twt_nnc&utm_medium=social&utm_campaign=naturenews&sf229978114=1
[2] https://science.sciencemag.org/content/early/2020/02/06/science.aba9844?utm_campaign=SciMag&utm_source=JHubbard&utm_medium=Twitter

Top URLs in Tweet in G6:
[107] https://www.sciencenews.org/article/crispr-edited-immune-cells-cancer-clinical-trial
[5] https://www.sciencenews.org/article/scientists-work-tame-cat-allergies-crispr-vaccine-food-therapy
[5] https://agroalimentando.com/nota.php?id_nota=13130
[4] https://agroalimentando.com/nota.php?id_nota=12802
[1] https://www.sciencenews.org/article/scientists-work-tame-cat-allergies-crispr-vaccine-food-therapy?utm_content=117011269&utm_medium=social&utm_source=twitter&hss_channel=tw-18198832
[1] https://the-scientist.com/news-opinion/crispr-edited-cells-for-cancer-therapy-safe-in-humans--trial-67070?utm_content=115600051&utm_medium=social&utm_source=twitter&hss_channel=tw-18198832
[1] https://the-scientist.com/news-opinion/crispr-edited-cells-for-cancer-therapy-safe-in-humans--trial-67070?utm_content=116779352&utm_medium=social&utm_source=twitter&hss_channel=tw-18198832
[1] https://onlinelibrary.wiley.com/doi/abs/10.1111/tpj.14678
[1] https://www.sciencenews.org/article/scientists-work-tame-cat-allergies-crispr-vaccine-food-therapy?fbclid=IwAR0QvdRa1QcyDvuAlKA2zO-Fu2_cS5wd5vffHwtSF37qM3ViMgGIZB0BqGI
[1] https://www.sciencenews.org/article/scientists-work-tame-cat-allergies-crispr-vaccine-food-therapy/amp?__twitter_impression=true

Top URLs in Tweet in G7:
[5] https://www.genengnews.com/insights/novel-crispr-cas9-variants-generated-by-diverse-means/
[1] https://dev.biologists.org/content/142/18/3222
[1] https://www.nature.com/articles/s41598-018-30188-0
[1] https://sbgridconsortium.tumblr.com/post/183627174575/broadly-neutralizing-antibodies-for-the-flu
[1] https://twitter.com/arthur112535/status/1227996906766381056
[1] https://www.genengnews.com/gen-edge/mammoth-pursues-coronavirus-partnership-as-it-grows-crispr-ambitions/

Top URLs in Tweet in G8:
[48] https://www.nature.com/articles/d41586-020-00340-w?utm_source=twt_nnc&utm_medium=social&utm_campaign=naturenews&utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=NatureNews_&sf229905368=1
[30] https://www.nature.com/articles/d41586-020-00340-w?utm_source=twt_nnc&utm_medium=social&utm_campaign=naturenews&sf229978114=1
[9] https://www.scientiststudy.com/2020/02/cancer-clinical-trial-suggests-crispr.html
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-00340-w
[3] http://www.frontlinegenomics.com/news/29272/whopperphage-the-huge-virus-with-crispr-components/
[1] https://www.nature.com/articles/d41586-020-00340-w
[1] http://www.nature.com/articles/d41586-020-00398-6?utm_source=twt_nnc&utm_medium=social&utm_campaign=naturenews
[1] https://aem.asm.org/content/25/1/86.short
[1] https://www.sciencedirect.com/science/article/pii/S0021850204003829?via%3Dihub
[1] https://ocg.cancer.gov/news-publications/publications/titrating-gene-expression-using-CRISPR-RNAs

Top URLs in Tweet in G9:
[7] https://geneticliteracyproject.org/2020/02/13/crispr-could-help-immunize-africas-staple-crop-sorghum-against-destructive-witchweed-parasite/
[5] https://geneticliteracyproject.org/2020/02/11/fda-defends-crispr-edited-animal-rules-likely-to-block-most-uses-is-the-agency-trying-to-avoid-litigation-from-anti-gmo-groups/
[4] https://geneticliteracyproject.org/2020/02/11/supercharged-photosynthesis-increased-co2-storage-and-more-how-crispr-crops-could-slow-climate-change/
[4] https://crispr-whisper.de/2020/02/10/szenario-workshop-im-museum-fuer-naturkunde-berlin/
[3] https://www.broadinstitute.org/news/building-better-base-editors
[3] https://geneticliteracyproject.org/2020/02/11/eu-review-of-strict-crispr-crop-rules-dominated-by-biotech-industry-anti-gmo-groups-allege/
[3] https://geneticliteracyproject.org/2020/02/13/why-chinas-crispr-baby-scandal-wont-be-the-last-ethical-grenade-for-human-gene-editing/
[3] https://www.lanacion.com.ar/2333118
[2] https://go.synbiobeta.com/l/408192/2020-02-11/klhpql
[2] https://synbiobeta.com/jobs/director-of-genome-editing-mammoth-biosciences-san-francisco/

Top URLs in Tweet in G10:
[19] https://www.youtube.com/watch?v=jAhjPd4uNFY&feature=youtu.be

[2] https://synbiobeta.com/jobs/director-of-genome-editing-mammoth-biosciences-san-francisco/
[2] https://www.youtube.com/watch?v=4YKFw2KZA5o&feature=youtu.be

[1] https://twitter.com/JayChance12/status/1228105662925811712?s=03
[1] https://twitter.com/V2019N/status/1228145335484080128
[1] https://www.youtube.com/watch?v=ZOoUIlLmxf4&feature=youtu.be

[1] https://twitter.com/mcgovernmit/status/1228404184422072320
[1] https://www.youtube.com/watch?v=sweN8d4_MUg&feature=youtu.be

[1] https://futureoflife.org/gene-drives-assessing-the-benefits-risks/
[1] https://youtu.be/VPlJXuJxF1E

Top Domains
Top Domains in Tweet in Entire Graph:
[608] nature.com
[174] twitter.com
[139] sciencenews.org
[95] sciencemag.org
[57] biorxiv.org
[56] linkedin.com
[46] nih.gov
[43] youtube.com
[32] geneticliteracyproject.org
[29] xataka.com

Top Domains in Tweet in G1:
[340] nature.com
[10] twitter.com
[8] biorxiv.org
[6] naukas.com
[6] sciencemag.org
[3] elpais.com
[2] harvard.edu
[2] endpts.com
[2] technologynetworks.com
[2] bigleaguepolitics.com

Top Domains in Tweet in G2:
[76] nature.com
[61] twitter.com
[51] linkedin.com
[24] xataka.com
[23] nih.gov
[21] sciencemag.org
[19] dlvr.it
[16] sciencenews.org
[11] biorxiv.org
[11] clinicaltrials.gov

Top Domains in Tweet in G3:
[19] twitter.com
[14] elifesciences.org
[11] synthego.com
[9] nature.com
[8] liugroup.us
[7] givememyremote.com
[6] jhu.edu
[5] mammoth.bio
[4] genengnews.com
[4] sciencedirect.com

Top Domains in Tweet in G4:
[7] twitter.com
[6] jhu.edu
[2] endpts.com
[2] co.uk
[2] threadreaderapp.com
[1] globenewswire.com

Top Domains in Tweet in G5:
[14] medicalxpress.com
[12] phys.org
[12] sciencemag.org
[9] nature.com
[8] cell.com
[8] endpts.com
[5] drugtargetreview.com
[4] newscientist.com
[4] twitter.com
[3] elsevierhealth.com

Top Domains in Tweet in G6:
[115] sciencenews.org
[9] agroalimentando.com
[3] the-scientist.com
[1] wiley.com
[1] nature.com

Top Domains in Tweet in G7:
[6] genengnews.com
[1] biologists.org
[1] nature.com
[1] tumblr.com
[1] twitter.com

Top Domains in Tweet in G8:
[87] nature.com
[9] scientiststudy.com
[3] frontlinegenomics.com
[2] addgene.org
[1] asm.org
[1] sciencedirect.com
[1] cancer.gov
[1] liugroup.us
[1] twitter.com
[1] sciencenews.org

Top Domains in Tweet in G9:
[22] geneticliteracyproject.org
[8] synbiobeta.com
[5] crispr-whisper.de
[4] twitter.com
[3] broadinstitute.org
[3] nyas.org
[3] com.ar
[2] nature.com
[2] youtube.com
[2] isaaa.org

Top Domains in Tweet in G10:
[24] youtube.com
[3] twitter.com
[2] synbiobeta.com
[2] technologyreview.com
[1] futureoflife.org
[1] youtu.be

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1288] crispr
[101] geneediting
[54] cancer
[49] tcells
[44] ksgenome
[35] coronavirus
[34] universalfluvaccine
[34] adaptiveimmunesystem
[34] thesleeperhasawakened
[31] adfeature



Top Hashtags in Tweet in G1:
[392] crispr
[7] geneediting
[6] huge
[6] phage
[6] genetics
[5] tcells
[4] nbtinthenews
[3] biotecnología
[3] valentinesday
[3] openscience

Top Hashtags in Tweet in G2:
[130] crispr
[40] geneediting
[25] asknandini
[18] onyx
[11] cancer
[10] patent
[8] science
[7] genetics
[6] genomics
[6] patents

Top Hashtags in Tweet in G3:
[119] crispr
[39] ksgenome
[16] genomeediting
[11] geneediting
[10] nbtinthenews
[10] kscelltherapy
[9] coronavirus
[6] baseeditors
[5] cas9
[5] deaminase

Top Hashtags in Tweet in G4:
[11] crispr
[1] mustread
[1] misnomer
[1] scitwitter
[1] bioethics
[1] genetics
[1] geneediting
[1] medhumchat
[1] gcchat
[1] science

Top Hashtags in Tweet in G5:
[118] crispr
[33] tcells
[12] liver
[12] mice
[10] tool
[10] circuits
[8] phages
[7] cancer
[5] science
[5] biology

Top Hashtags in Tweet in G6:
[18] longreads
[6] crispr
[3] tcells
[2] genetherapy
[2] genes
[2] hearthealth
[2] mrna

Top Hashtags in Tweet in G7:
[34] universalfluvaccine
[34] adaptiveimmunesystem
[34] thesleeperhasawakened
[25] crispr
[11] crisprcas9
[6] ais

Top Hashtags in Tweet in G8:
[20] crispr
[4] patent
[3] ipinhealthcare2020
[3] virus
[3] huge
[3] genomics
[2] baseediting
[2] ksgenome
[2] tcells
[1] enzyme

Top Hashtags in Tweet in G9:
[45] crispr
[6] synbio
[6] geneediting
[5] genomeediting
[5] baseediting
[5] valentine
[5] roses
[5] rose
[5] gentechnik
[4] agriculture

Top Hashtags in Tweet in G10:
[6] crispr
[3] medecine
[3] medicine
[3] medicina
[3] sante
[3] health
[3] salud
[3] corvid19
[3] coronavirus
[3] coronavirusoutbreak

Top Words
Top Words in Tweet in Entire Graph:
[3719] Words in Sentiment List#1: Positive
[1642] Words in Sentiment List#2: Negative
[14] Words in Sentiment List#3: Angry/Violent
[102598] Non-categorized Words
[107959] Total Words
[3069] crispr
[1284] #crispr
[977] editing
[700] nature
[630] cas9

Top Words in Tweet in G1:
[614] nature
[392] #crispr
[345] editing
[344] crispr
[344] doudna_lab
[333] genome
[333] jennifer
[318] erictopol
[288] human
[284] review

Top Words in Tweet in G2:
[645] crispr
[130] #crispr
[116] editing
[104] gene
[95] cancer
[89] cas9
[81] tool
[76] therapeutics
[72] crsp
[66] engineering

Top Words in Tweet in G3:
[119] #crispr
[118] crispr
[42] broadinstitute
[41] using
[40] lab
[39] research
[39] #ksgenome
[38] editing
[37] protocol
[34] diagnostics

Top Words in Tweet in G4:
[222] crispr
[212] ethanjweiss
[200] genetic
[198] asked
[198] perspective
[196] write
[196] potential
[196] use
[195] diseases
[195] disorders

Top Words in Tweet in G5:
[118] #crispr
[113] crispr
[92] gene
[69] editing
[67] sciencemagazine
[57] cancer
[47] edited
[47] patients
[44] first
[44] researchers

Top Words in Tweet in G6:
[133] sciencenews
[78] cells
[75] edited
[75] trial
[51] allergies
[49] crispr
[46] gene
[44] cat
[42] cats
[42] caused

Top Words in Tweet in G7:
[56] paulmuaddib61
[38] crispr
[34] #universalfluvaccine
[34] part
[34] #adaptiveimmunesystem
[34] #thesleeperhasawakened
[25] #crispr
[23] extras
[23] vaccines
[22] gene

Top Words in Tweet in G8:
[130] crispr
[100] editing
[90] super
[89] precise
[87] naturenews
[85] tool
[83] version
[83] better
[80] genome
[20] #crispr

Top Words in Tweet in G9:
[55] crispr
[45] #crispr
[27] agbioworld
[21] improve
[19] plants
[19] synbiobeta
[16] efforts
[16] genetics
[16] food
[16] crops

Top Words in Tweet in G10:
[31] crispr
[25] youtube
[19] change
[18] genetic
[18] engineering
[18] everything
[18] forever
[16] margaretatwood
[10] crispr_news
[6] editing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[565] crispr,cas9
[485] genome,editing
[327] gene,editing
[312] human,genome
[289] doudna_lab,nature
[287] #crispr,human
[286] editing,review
[286] review,waiting
[286] waiting,jennifer
[286] jennifer,doudna_lab

Top Word Pairs in Tweet in G1:
[319] genome,editing
[284] doudna_lab,nature
[283] human,genome
[281] #crispr,human
[281] editing,review
[281] review,waiting
[281] waiting,jennifer
[281] jennifer,doudna_lab
[280] erictopol,#crispr
[252] crispr,cas9

Top Word Pairs in Tweet in G2:
[84] crispr,cas9
[73] crispr,therapeutics
[70] gene,editing
[52] super,precise
[50] precise,crispr
[49] crispr,tool
[48] tool,enhanced
[48] enzyme,engineering
[47] enhanced,enzyme
[44] crispr,gene

Top Word Pairs in Tweet in G3:
[29] covid,19
[28] sharing,research
[28] research,protocol
[25] zhang,lab
[25] lab,openly
[25] openly,sharing
[25] protocol,support
[25] support,future
[25] future,development
[25] development,potential

Top Word Pairs in Tweet in G4:
[196] asked,write
[196] write,perspective
[196] perspective,potential
[196] potential,use
[196] use,crispr
[196] crispr,genetic
[195] ethanjweiss,asked
[195] genetic,diseases
[194] diseases,disorders
[194] disorders,came

Top Word Pairs in Tweet in G5:
[48] gene,editing
[37] gene,edited
[37] #crispr,gene
[35] patients,advanced
[35] advanced,cancer
[33] following,first
[33] first,test
[33] test,#crispr
[33] editing,patients
[33] cancer,researchers

Top Word Pairs in Tweet in G6:
[72] edited,cells
[42] cells,caused
[42] caused,serious
[42] serious,side
[42] side,effects
[42] effects,trial
[42] trial,participants
[41] sciencenews,edited
[35] result,important
[35] important,milestone

Top Word Pairs in Tweet in G7:
[34] #universalfluvaccine,part
[34] part,#adaptiveimmunesystem
[34] #adaptiveimmunesystem,#thesleeperhasawakened
[23] #crispr,#universalfluvaccine
[23] #thesleeperhasawakened,extras
[23] extras,vaccines
[22] paulmuaddib61,#crispr
[11] #crisprcas9,#universalfluvaccine
[11] zigmansara,yep
[11] yep,vaccine

Top Word Pairs in Tweet in G8:
[89] super,precise
[83] precise,version
[83] version,crispr
[79] genome,editing
[78] crispr,genome
[78] editing,tool
[78] tool,better
[76] naturenews,super
[10] crispr,cas9
[9] cancer,clinical

Top Word Pairs in Tweet in G9:
[16] efforts,improve
[16] improve,genetics
[16] genetics,food
[16] food,crops
[16] crops,old
[16] old,ag
[16] ag,crossbreeding
[16] crossbreeding,plants
[16] plants,select
[16] select,traits

Top Word Pairs in Tweet in G10:
[18] genetic,engineering
[18] engineering,change
[18] change,everything
[18] everything,forever
[18] forever,crispr
[18] crispr,youtube
[14] margaretatwood,genetic
[5] crispr,gene
[4] gene,editing
[3] #medecine,#medicine

Top Replied-To
Top Replied-To in Entire Graph:
@abertheim
@francoisebaylis
@rampcapitalllc
@ethanjweiss
@billgates
@testbiotech
@martianorthodox
@kobietaona07
@kubernite
@garliccorgi

Top Replied-To in G1:
@broadinstitute
@umnews
@nature
@lanklondon
@erictopol
@connortsuchida

Top Replied-To in G3:
@themicrobeguy
@klausriede
@transgen_info
@ludgerwess
@moira_dion
@bbcworld
@joebondydenomy
@keystonesymp
@dnr_biodiv
@testbiotech

Top Replied-To in G4:
@ethanjweiss
@mhendr1cks
@b_holmer
@andrewprayle
@drsxr
@vision_quality

Top Replied-To in G5:
@ozazamtmunity1
@techxplore_com
@anne_chev
@rlalbrechttroy
@physorg_com
@penn

Top Replied-To in G7:
@paulmuaddib61
@zigmansara
@arthur112535
@catbugler
@federalistno78
@outerlimits816
@duality_man

Top Replied-To in G8:
@kubernite
@sitamanda
@jerrycalvert76
@biomechanic2010
@cnn
@nukagirl93
@0sensesince19xx
@epoorg

Top Replied-To in G9:
@jobin_alexandre
@testbiotech
@alain_co
@marcaur41857910
@billon_yannick
@robedd43_robert
@saschalaubinger
@synbiobeta
@conseil_etat

Top Replied-To in G10:
@jaychance12
@billnye
@stephanemallard
@margaretatwood
@realjewnews
@tonyschwartz
@crispr_news
@gretathunberg

Top Mentioned
Top Mentioned in Entire Graph:
@nature
@doudna_lab
@erictopol
@ethanjweiss
@sciencenews
@lluismontoliu
@naturenews
@sciencemagazine
@naturebiotech
@ucberkeley

Top Mentioned in G1:
@nature
@doudna_lab
@erictopol
@lluismontoliu
@naturebiotech
@ucberkeley
@david
@uam_madrid
@davidrliu
@ethanjweiss

Top Mentioned in G2:
@bibliotecafmusp
@trendsmolecmed
@rnomics

Top Mentioned in G3:
@broadinstitute
@davidrliu
@crisprjournal
@harvardccb
@omarabudayyeh
@naturebiotech
@liugroup
@beekewienert
@elenaminones
@hhminews

Top Mentioned in G4:
@ethanjweiss
@danrather
@jakewinter108
@endpts
@cellaseq
@nature
@medhumchat
@lisarosenbaum17
@portefeuillefun
@marklewismd

Top Mentioned in G5:
@sciencemagazine
@pennmedicine
@molecularcell
@carlhjune
@anne_chev
@scienceadvances
@edzewestra
@physorg_com
@medical_xpress
@cellhostmicrobe

Top Mentioned in G6:
@sciencenews
@beebrookshire
@g
@goryerika
@vozcientifica
@thescientistllc
@sciencemagazine
@theplantjournal
@nature
@david_grimm

Top Mentioned in G7:
@paulmuaddib61
@zigmansara
@unicornservice
@clb481
@lovemypresiden4
@taraangel22019
@torcwoman
@notthemacanon1
@mva_r
@thomasfines

Top Mentioned in G8:
@naturenews
@nature
@addgene
@davidrliu
@scienceisnew
@ncigenomics
@heidiledford
@sciencemagazine
@talosians_t
@agyg2014

Top Mentioned in G9:
@agbioworld
@philoulyon
@synbiobeta
@robranisch
@khefferon
@seladan4
@j
@emma_ducros
@remdumdum
@better_seed

Top Mentioned in G10:
@youtube
@margaretatwood
@crispr_news
@techreview
@stephanemallard
@flixrisk
@institutpasteur
@dr_l_alexandre
@idrissaberkane
@laurelcoons

Top Tweeters
Top Tweeters in Entire Graph:
@americanbanking
@neewsbot
@tickerreport
@sectest9
@consumerfeed
@robinsnewswire
@lifetechnology1
@loupo85
@watchlistn
@matiere

Top Tweeters in G1:
@diegodelunamx
@rosenchild
@waweru
@nidhoggddraig
@mboksr_maga
@411emilio
@sdevincenzo
@saludhealthinfo
@philvelissariou
@kentbottles

Top Tweeters in G2:
@americanbanking
@neewsbot
@tickerreport
@consumerfeed
@robinsnewswire
@lifetechnology1
@watchlistn
@matiere
@dailypoliticaln
@dakotafinancial

Top Tweeters in G3:
@igi
@france24
@bbcworld
@france24_en
@doener
@wired
@klausriede
@scieducation1
@omicsomicsblog
@mem_somerville

Top Tweeters in G4:
@threadreaderapp
@takethatgods
@tomvarghesejr
@drjengunter
@smokinkones
@michaelscally
@stephaniekays
@kayirowling
@womenhealthally
@leobutnotone

Top Tweeters in G5:
@pkgm
@physorg_health
@malikahh77
@nonsumdignus
@mlw975
@byrningbunny
@ajem_mx
@physorg_com
@pablook47
@jcsthoughtdump

Top Tweeters in G6:
@yagbebi
@npazderski
@katieferg
@tt85207533
@alberttlunde
@ttm71010
@renmiu
@masterguy141
@errajota
@gerardyvanovich

Top Tweeters in G7:
@joej2020usa
@owlwoman911_
@ascension_guide
@hambrickro
@marita_1010
@ragstorm
@twitmo_inmate
@daledholc
@lovemypresiden4
@hgtomato

Top Tweeters in G8:
@ken_crichlow
@ronaldclarke
@riyadhalrifai
@cnn
@ermannokilgore
@giannettimarco
@ralpharmstrong1
@ccprakay
@artkeiter
@berkeleybrett

Top Tweeters in G9:
@lizditz
@lanacion
@politico
@annmarieamerica
@robinmacnab
@alain_co
@youngchris27040
@earlchamignon
@angelseti
@mich33bm

Top Tweeters in G10:
@saultgirldonna
@the_lady_red
@techreview
@explicite_
@jaychance5
@bat__go
@margaretatwood
@idrissaberkane
@malcboogie_uc
@tehmimzy


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