CRISPR, Twitter, 7/17/2019 7:04:43 AM, 203372


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CRISPR_2019-07-16_16-53-43.xlsx
CRISPR_2019-07-16_16-53-43.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 17, 2019
Short Description:
CRISPR via NodeXL http://bit.ly/2NXs9tS
@broadinstitute
@nature
@ayirpelle
@lluismontoliu
@mcgovernmit
@techreview
@binmohammed07
@23andme
@jeetsidhu_
@antonioregalado

Top hashtags:
#crispr
#geneediting
#biotech
#hiv
#rescue
#nanoparticles
#science
#genetics
#dna

Description:
Description
The graph represents a network of 4,851 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, 16 July 2019 at 23:55 UTC.

The requested start date was Tuesday, 16 July 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 5-day, 11-hour, 7-minute period from Wednesday, 10 July 2019 at 12:53 UTC to Tuesday, 16 July 2019 at 00:01 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 : 4851
Unique Edges : 5869
Edges With Duplicates : 1472
Total Edges : 7341
Number of Edge Types : 3
Tweet : 1667
Mentions : 5429
Replies to : 245
Self-Loops : 1667
Reciprocated Vertex Pair Ratio : 0.0252465483234714
Reciprocated Edge Ratio : 0.0492497114274721
Connected Components : 1192
Single-Vertex Connected Components : 786
Maximum Vertices in a Connected Component : 2354
Maximum Edges in a Connected Component : 4239
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.796904
Graph Density : 0.00022093435937324
Modularity : 0.729143
NodeXL Version : 1.0.1.416

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[53] http://gigazine.net/news/20170713-dna-animation-gif/
[50] https://thenextweb.com/syndication/2019/07/14/crispr-is-less-like-molecular-scissors-and-more-like-molecular-malware/
[48] https://phys.org/news/2019-07-nanoparticles-crispr-gene-tools-cell.html
[38] https://www.newscientist.com/article/2208777-exclusive-five-couples-lined-up-for-crispr-babies-to-avoid-deafness/
[38] https://futurism.com/five-couples-crispr-babies-avoid-deafness
[36] https://phys.org/news/2019-07-crispr-platform-rna-capabilities.html
[26] https://www.technologyreview.com/s/613890/a-third-crispr-baby-may-have-already-been-born-in-china/
[26] https://www.chem-station.com/blog/2019/07/crispr.html
[24] https://www.gizmodo.jp/2019/07/use-crispr-to-remove-hiv-from-mice.html?utm_source=twitter&utm_medium=feed&utm_campaign=84bfac2cba95ae455b83426dd6e666fe
[20] https://www.fiercebiotech.com/research/crispr-pioneer-zhang-targets-brain-diseases-new-rna-editing-system

Top URLs in Tweet in G1:
[40] https://thenextweb.com/syndication/2019/07/14/crispr-is-less-like-molecular-scissors-and-more-like-molecular-malware/
[26] https://phys.org/news/2019-07-nanoparticles-crispr-gene-tools-cell.html
[21] https://futurism.com/five-couples-crispr-babies-avoid-deafness
[17] https://www.sciencedaily.com/releases/2019/07/190712151934.htm
[14] https://www.chem-station.com/blog/2019/07/crispr.html
[12] https://www.fiercebiotech.com/research/crispr-pioneer-zhang-targets-brain-diseases-new-rna-editing-system
[11] https://phys.org/news/2019-07-crispr-platform-rna-capabilities.html
[11] https://thenextweb.com/syndication/2019/07/14/crispr-is-less-like-molecular-scissors-and-more-like-molecular-malware/?utm_source=dlvr.it&utm_medium=twitter
[10] https://www.sciencealert.com/five-couples-have-agreed-to-use-crispr-on-their-unborn-babies-to-avoid-deafness
[10] https://www.newscientist.com/article/2208777-exclusive-five-couples-lined-up-for-crispr-babies-to-avoid-deafness/

Top URLs in Tweet in G2:
[1] https://twitter.com/geoffmanaugh/status/895728956724322304

Top URLs in Tweet in G3:
[24] https://phys.org/news/2019-07-crispr-platform-rna-capabilities.html
[11] https://www.genengnews.com/news/single-cell-genotyping-in-crispr-cas-transfected-neurons/
[11] https://www.genengnews.com/news/crispr-tool-doubles-number-of-pathogenic-mutational-targetable-by-rna-editing/
[8] https://www.genengnews.com/insights/a-toolbox-for-keeping-crispr-in-check/
[8] http://news.mit.edu/2019/new-crispr-platform-expands-rna-editing-capabilities-0711
[7] https://phys.org/news/2019-07-nanoparticles-crispr-gene-tools-cell.html
[7] https://www.cell.com/cell-reports/fulltext/S2211-1247(19)30804-6?sf215509604=1
[6] https://www.genengnews.com/topics/genome-editing/crispr-accelerated-gene-drives-pump-the-brakes/
[4] https://phys.org/news/2019-07-nature-explores-current-state-future.html
[4] https://www.fiercebiotech.com/research/crispr-pioneer-zhang-targets-brain-diseases-new-rna-editing-system

Top URLs in Tweet in G4:
[5] https://unabiologaenlacocina.wordpress.com/2019/07/10/que-tiemblen-los-pimientos-de-herbon-y-los-chiles-habaneros-llegan-los-tomates-crispr-picantes/
[2] https://www.investigacionyciencia.es/revistas/investigacion-y-ciencia/apolo-11-770/la-magia-de-crispr-17638?utm_source=Twitter&utm_medium=Social&utm_campaign=tw
[2] https://crispr.blog/2019/07/13/piante-crispr-le-audizioni-al-senato/
[2] https://twitter.com/pcoffeebreak/status/1149609271241269253
[2] https://iatranshumanisme.com/2019/07/13/cinq-couples-acceptent-de-recourir-a-crispr-pour-eviter-la-surdite-de-leurs-bebes/
[1] https://www.bioterios.com/post.php?s=2019-06-15-ganadorra-del-sorteo-del-libro-editando-genes-recorta-pega-y-colorea-las-maravillosas-herramientas-crispr
[1] https://www.nature.com/articles/s41586-019-1323-z
[1] http://www.nextdoorpublishers.com/editando-genes-recorta-pega-y-colorea-las-maravillosas-herramientas-crispr-por-lluis-montoliu/
[1] https://naukas.com/2019/02/13/todo-lo-que-siempre-quisiste-saber-sobre-la-edicion-genetica-y-las-herramientas-crispr/
[1] https://www.latostadora.com/sararc/1/o2/

Top URLs in Tweet in G5:
[15] https://www.nature.com/articles/s42003-019-0300-2
[9] https://pubs.acs.org/doi/10.1021/acssynbio.9b00041
[6] https://www.the-scientist.com/modus-operandi/digital-dna-detection-66095
[5] https://www.nature.com/articles/s41467-019-10735-7
[4] https://bmcgenomics.biomedcentral.com/articles/10.1186/s12864-019-5922-8
[4] https://crispr-whisper.de/2019/07/11/crispr-cas-mysterien-teil-1/
[3] https://go.synbiobeta.com/l/408192/2019-07-12/j227c4
[3] https://www.theguardian.com/technology/2019/jul/14/the-five-genetic-fixes-for-the-climate-crisis
[2] https://synbiobeta.com/crispr-gets-a-transposon-upgrade/
[2] https://www.seattletimes.com/explore/careers/geeking-out-with-a-goal-regina-wu-brings-hutch-research-to-classrooms/

Top URLs in Tweet in G6:
[2] https://twitter.com/binmohammed07/status/1150464346000101378?s=21
[1] https://www.technologyreview.com/s/609632/four-amazing-things-gene-editing-did-in-2017/amp/?__twitter_impression=true
[1] https://www.sciencemag.org/news/2017/02/how-battle-lines-over-crispr-were-drawn
[1] https://www.nature.com/articles/s41467-019-10366-y
[1] https://phys.org/news/2019-07-crispr-platform-rna-capabilities.amp?__twitter_impression=true
[1] http://sitn.hms.harvard.edu/flash/2019/crispr-scanning-towards-new-drugs-drug-discovery-is-difficult-but-crispr-might-be-able-to-help/
[1] https://blog.addgene.org/scicomm-taking-science-to-elementary-and-middle-schools?utm_content=96022341&utm_medium=social&utm_source=twitter&hss_channel=tw-82411462

Top URLs in Tweet in G7:
[3] https://www.the-scientist.com/news-opinion/a-brief-guide-to-the-current-crispr-landscape--66128
[3] https://genotipia.com/genetica_medica_news/tratamiento-vih/
[2] https://www.nature.com/articles/d41586-019-01824-0?utm_source=twt_nv&utm_medium=social&utm_campaign=newsandviews
[1] https://www.nature.com/articles/d41586-019-02076-8?utm_source=twitter&utm_medium=social&utm_content=organic&utm_campaign=NGMT_2_JNC_reshigh
[1] https://www.the-scientist.com/news-opinion/a-brief-guide-to-the-current-crispr-landscape--66128?utm_content=96449147&utm_medium=social&utm_source=twitter&hss_channel=tw-18198832
[1] https://edition.cnn.com/2019/07/02/us/researchers-eliminated-hiv-from-mice-dna-trnd/index.html?mc_cid=14ff1c53b5&mc_eid=bb3a10ada8
[1] https://www.osservatorioterapieavanzate.it/terapie-avanzate/editing-genomico/una-combo-di-farmaci-ed-editing-genomico-potrebbe-sconfiggere-l-hiv
[1] https://www.nature.com/articles/d41586-019-01824-0
[1] https://twitter.com/nature/status/1149311387417624577
[1] https://www.newscientist.com/article/2208777-exclusive-five-couples-lined-up-for-crispr-babies-to-avoid-deafness/

Top URLs in Tweet in G8:
[10] https://www.technologyreview.com/s/613890/a-third-crispr-baby-may-have-already-been-born-in-china/?utm_medium=tr_social&utm_source=twitter&utm_campaign=site_visitor.unpaid.engagement
[6] https://www.technologyreview.com/s/613890/a-third-crispr-baby-may-have-already-been-born-in-china/
[5] https://www.genengnews.com/insights/finding-her-niche-an-interview-with-emmanuelle-charpentier/
[4] https://www.technologyreview.com/s/613890/a-third-crispr-baby-may-have-already-been-born-in-china/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=social_share&utm_content=2019-07-15
[3] https://www.pbs.org/newshour/science/crispr-gene-editing-eliminates-hiv-in-some-mice-what-does-it-mean-for-humans?utm_source=TWITTER&utm_medium=social&utm_term=20190711&utm_content=2458459014&utm_campaign=NOVA&linkId=70213287
[2] https://www.technologyreview.com/lists/innovators-under-35/2019/visionary/patrick-hsu/?utm_source=twitter&utm_campaign=site_visitor.unpaid.engagement&utm_medium=tr_social
[2] https://www.mitpressjournals.org/toc/leon/0/ja#/doi/abs/10.1162/leon_a_01790
[2] https://twitter.com/jeanrossignol/status/1149210429132087296
[2] https://www.technologynetworks.com/genomics/news/in-a-world-first-hiv-is-eliminated-from-the-genomes-of-living-animals-321340
[2] https://www.cbsnews.com/news/hiv-cure-in-mice-scientists-eliminate-hiv-from-an-animals-genome/

Top URLs in Tweet in G9:
[15] https://www.synthego.com/blog/ivt-crispr-grna-innate-immune-response?utm_campaign=Blog&utm_source=twitter&utm_medium=paidsocial&utm_content=ivt-crispr-grna-innate-immune-response
[5] https://www.synthego.com/blog/rna-hairpins-improve-crispr-specificity?utm_campaign=Blog&utm_source=twitter&utm_medium=paidsocial&utm_content=rna-hairpins-improve-crispr-specificity
[3] https://www.synthego.com/blog/rnai-vs-crispr-guide?utm_campaign=Blog&utm_source=twitter&utm_medium=paidsocial&utm_content=rnai-vs-crispr-guide
[3] https://www.synthego.com/blog/transposon-crispr-jump?utm_campaign=Blog&utm_content=96265004&utm_medium=social&utm_source=twitter&hss_channel=tw-760529971
[2] https://www.synthego.com/blog/crispr-plasmid-pitfalls?utm_campaign=Blog&utm_source=twitter&utm_medium=paidsocial&utm_content=crispr-plasmid-pitfalls
[2] https://www.synthego.com/blog/crispr-movies-tv?utm_campaign=Blog&utm_content=96266424&utm_medium=social&utm_source=twitter&hss_channel=tw-760529971
[2] https://www.synthego.com/blog/crispr-yeast?utm_campaign=Blog&utm_content=96481448&utm_medium=social&utm_source=twitter&hss_channel=tw-760529971
[1] https://www.feinstein.senate.gov/public/index.cfm/press-releases?id=A019C1BC-304E-4394-8FA8-F0F799C8537D
[1] https://podcasts.apple.com/us/podcast/how-innovative-genomics-institute-is-helping-people/id1434115281?i=1000432415053&utm_campaign=CRISPR%20Cuts&utm_content=96266526&utm_medium=social&utm_source=twitter&hss_channel=tw-760529971
[1] https://www.synthego.com/blog/crispr-bioenergy?utm_campaign=Blog&utm_content=96481550&utm_medium=social&utm_source=twitter&hss_channel=tw-760529971

Top URLs in Tweet in G10:
[13] http://biorxiv.org/lookup/doi/10.1101/699348
[2] https://www.addgene.org/pooled-library/bikard-ecoli-inhibition/
[1] https://www.ncbi.nlm.nih.gov/pubmed/31300006?dopt=Abstract&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.nature.com/articles/s42003-019-0300-2
[1] https://www.nature.com/articles/s41467-019-10366-y
[1] https://github.com/imkeller/gscreend
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-018-04209-5
[1] http://dx.plos.org/10.1371/journal.pgen.1007749
[1] https://genomebiology.biomedcentral.com/articles/10.1186/s13059-019-1745-9
[1] https://www.embl.de/jobs/searchjobs/index.php?ref=HD01565

Top Domains
Top Domains in Tweet in Entire Graph:
[132] twitter.com
[116] phys.org
[98] nature.com
[80] genengnews.com
[75] technologyreview.com
[72] thenextweb.com
[64] newscientist.com
[56] gigazine.net
[53] biorxiv.org
[48] sciencedaily.com

Top Domains in Tweet in G1:
[56] twitter.com
[56] phys.org
[53] thenextweb.com
[43] sciencedaily.com
[30] technologyreview.com
[28] dlvr.it
[27] futurism.com
[25] nih.gov
[24] newscientist.com
[24] fiercebiotech.com

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[43] genengnews.com
[37] phys.org
[12] mit.edu
[7] broadinstitute.org
[7] cell.com
[6] bit.ly
[5] fiercebiotech.com
[5] sciencemag.org
[4] sciencedaily.com
[4] biorxiv.org

Top Domains in Tweet in G4:
[5] wordpress.com
[3] twitter.com
[2] nature.com
[2] investigacionyciencia.es
[2] crispr.blog
[2] iatranshumanisme.com
[1] bioterios.com
[1] nextdoorpublishers.com
[1] naukas.com
[1] latostadora.com

Top Domains in Tweet in G5:
[31] nature.com
[10] acs.org
[10] addgene.org
[7] the-scientist.com
[7] synbiobeta.com
[7] twitter.com
[6] crispr-whisper.de
[4] eurekalert.org
[4] biomedcentral.com
[3] theguardian.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] technologyreview.com
[1] sciencemag.org
[1] nature.com
[1] phys.org
[1] harvard.edu
[1] addgene.org

Top Domains in Tweet in G7:
[5] genotipia.com
[4] nature.com
[4] the-scientist.com
[1] cnn.com
[1] osservatorioterapieavanzate.it
[1] twitter.com
[1] newscientist.com
[1] genengnews.com

Top Domains in Tweet in G8:
[25] technologyreview.com
[11] twitter.com
[5] genengnews.com
[4] technologynetworks.com
[3] nature.com
[3] pbs.org
[2] nih.gov
[2] mitpressjournals.org
[2] tomatonews.com
[2] bigpicturescience.org

Top Domains in Tweet in G9:
[34] synthego.com
[2] dlvr.it
[1] senate.gov
[1] apple.com
[1] spotify.com
[1] soundcloud.com
[1] endpts.com
[1] synbiobeta.com
[1] fcld.ly
[1] liebertpub.com

Top Domains in Tweet in G10:
[13] biorxiv.org
[4] nature.com
[2] addgene.org
[1] nih.gov
[1] github.com
[1] plos.org
[1] biomedcentral.com
[1] embl.de
[1] oup.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1180] crispr
[70] geneediting
[63] biotech
[56] hiv
[49] rescue
[39] nanoparticles
[38] science
[37] genetics
[36] dna
[35] rna



Top Hashtags in Tweet in G1:
[141] crispr
[21] hiv
[18] geneediting
[16] science
[14] futurist
[10] tech
[10] 35innovatorsunder35
[9] dna
[9] futurism
[9] music

Top Hashtags in Tweet in G3:
[219] crispr
[48] rescue
[32] nanoparticles
[22] rna
[15] biotech
[10] cancer
[9] genetherapy
[8] geneediting
[7] celltherapy
[6] rnaediting

Top Hashtags in Tweet in G4:
[32] crispr
[32] iesrafaeldieste
[19] autismo
[17] editandogenes
[15] librosiyc
[15] recomendamos
[9] ia
[8] notelopierdas
[8] metano
[8] ciencia

Top Hashtags in Tweet in G5:
[130] crispr
[21] bacteria
[21] syntheticbiology
[15] genomeediting
[14] geneediting
[12] gene
[7] organoids
[6] icymi
[6] synbio
[6] scicomm

Top Hashtags in Tweet in G7:
[14] crispr
[3] hiv
[2] genetherapy
[2] geneticengineering
[2] biotech
[1] researchhighlight
[1] nylsfaculty
[1] sicklecelldisease
[1] dna
[1] technologynews

Top Hashtags in Tweet in G8:
[67] crispr
[8] fems2019
[4] dna
[4] hiv
[3] 35innovatorsunder35
[3] innovations
[3] antibiotics
[3] fem2019
[3] amr
[2] laser

Top Hashtags in Tweet in G9:
[79] crispr
[7] humanrights
[4] hiv
[3] rnai
[3] geneticengineering
[2] dna
[2] germline
[2] biotech
[1] genomeengineering
[1] geneediting

Top Hashtags in Tweet in G10:
[45] crispr
[16] fems2019
[3] rstats
[1] cas9
[1] sciart
[1] scicomm
[1] singlecell
[1] genomes
[1] eesmicrobiology

Top Words
Top Words in Tweet in Entire Graph:
[2171] Words in Sentiment List#1: Positive
[2152] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[101973] Non-categorized Words
[106296] Total Words
[2714] crispr
[1179] #crispr
[916] editing
[865] dna
[705] gene

Top Words in Tweet in G1:
[767] crispr
[250] editing
[189] gene
[148] molecular
[140] #crispr
[116] new
[106] rna
[100] cell
[92] more
[90] deliver

Top Words in Tweet in G2:
[614] dna
[613] send
[613] 23andme
[306] broke
[306] deanonymizing
[306] relatives
[306] descendants
[306] woke
[306] don
[306] t

Top Words in Tweet in G3:
[219] #crispr
[173] new
[154] editing
[116] crispr
[111] rna
[101] gene
[92] cell
[66] mcgovernmit
[62] physorg_com
[56] system

Top Words in Tweet in G4:
[135] lluismontoliu
[81] libro
[76] genética
[75] científicos
[73] verano
[73] avances
[72] estás
[72] buscando
[72] algún
[72] leer

Top Words in Tweet in G5:
[130] #crispr
[50] dna
[48] cas9
[44] crispr
[31] future
[28] editing
[27] another
[25] tools
[25] week
[24] more

Top Words in Tweet in G6:
[199] م
[162] crispr
[159] binmohammed07
[153] تقنيه
[140] احد
[140] طوري
[117] من
[108] الكريسبر
[96] عالمه
[96] الكيمياء

Top Words in Tweet in G7:
[117] crispr
[98] gene
[96] nature
[95] editing
[94] hiv
[94] virus
[93] eliminated
[93] mice
[92] regimen
[92] includes

Top Words in Tweet in G8:
[133] crispr
[67] #crispr
[56] jeanrossignol
[55] s
[45] using
[41] techreview
[38] et
[36] 2
[35] rna
[34] dna

Top Words in Tweet in G9:
[79] #crispr
[49] synthego
[32] editing
[30] rna
[29] innate
[29] immune
[29] crispr
[27] researchers
[25] learn
[24] new

Top Words in Tweet in G10:
[49] crispr
[45] #crispr
[33] screens
[25] looking
[24] postdoc
[23] want
[23] explore
[23] immune
[23] diseases
[23] lab

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[615] send,dna
[615] dna,23andme
[472] gene,editing
[318] crispr,cas9
[312] don,t
[307] broke,send
[307] 23andme,deanonymizing
[307] deanonymizing,relatives
[307] relatives,descendants
[307] descendants,woke

Top Word Pairs in Tweet in G1:
[145] gene,editing
[96] crispr,gene
[84] deliver,crispr
[83] crispr,cas9
[82] nanoparticles,deliver
[81] editing,tools
[76] molecular,scissors
[75] rna,editing
[73] crispr,less
[73] less,molecular

Top Word Pairs in Tweet in G2:
[613] send,dna
[613] dna,23andme
[306] broke,send
[306] 23andme,deanonymizing
[306] deanonymizing,relatives
[306] relatives,descendants
[306] descendants,woke
[306] woke,don
[306] don,t
[306] t,send

Top Word Pairs in Tweet in G3:
[75] new,#crispr
[64] rna,editing
[59] gene,editing
[42] platform,expands
[42] editing,tools
[42] tools,cell
[41] cell,much
[41] much,higher
[41] higher,efficiency
[40] new,crispr

Top Word Pairs in Tweet in G4:
[72] estás,buscando
[72] buscando,algún
[72] algún,libro
[72] libro,leer
[72] leer,verano
[72] verano,ponerte
[72] ponerte,día
[72] día,avances
[72] avances,científicos
[72] científicos,genética

Top Word Pairs in Tweet in G5:
[28] #crispr,cas9
[21] more,efficient
[21] efficient,#crispr
[21] #crispr,tools
[21] tools,future
[21] future,computers
[21] computers,made
[21] made,#bacteria
[21] #bacteria,another
[21] another,big

Top Word Pairs in Tweet in G6:
[140] احد,م
[140] م,طوري
[140] طوري,تقنيه
[104] تقنيه,الكريسبر
[103] الكريسبر,crispr
[96] عالمه,الكيمياء
[96] الكيمياء,الحيويه
[96] الحيويه,جينفير
[96] جينفير,دودنا
[96] دودنا,'junnifer

Top Word Pairs in Tweet in G7:
[93] gene,editing
[93] eliminated,hiv
[92] regimen,includes
[92] includes,crispr
[92] crispr,gene
[92] editing,eliminated
[92] hiv,bodies
[92] bodies,mice
[92] mice,infected
[92] infected,virus

Top Word Pairs in Tweet in G8:
[25] expanding,crispr
[25] crispr,s
[25] s,reach
[25] reach,rna
[25] rna,molecule
[25] molecule,responsible
[25] responsible,translating
[25] translating,dna
[25] dna,s
[25] s,blueprints

Top Word Pairs in Tweet in G9:
[29] innate,immune
[17] #crispr,guide
[15] researchers,uc
[15] uc,berkeley
[15] berkeley,discovered
[15] discovered,cell
[15] cell,s
[15] s,innate
[15] immune,system
[15] system,affect

Top Word Pairs in Tweet in G10:
[31] crispr,screens
[23] want,explore
[23] explore,immune
[23] immune,diseases
[23] diseases,postdoc
[23] postdoc,lab
[23] lab,looking
[23] looking,someone
[23] someone,develop
[23] develop,#crispr

Top Replied-To
Top Replied-To in Entire Graph:
@lluismontoliu
@adambrabant1
@truthstreamnews
@realscientists
@vocal_creators
@chrischristex16
@crispr_news
@genengnews
@hofstetgp
@blairunderwood

Top Replied-To in G3:
@mcgovernmit
@mpfneuro

Top Replied-To in G4:
@lluismontoliu
@plaza_bickle
@carmenrivasg
@mcastigarcia

Top Replied-To in G5:
@naturenews
@pnasnews
@profbootyphd

Top Replied-To in G6:
@i_bero29

Top Replied-To in G7:
@thescientistllc

Top Replied-To in G8:
@genengnews
@jimpethokoukis
@bucktweet_say
@tltagliaferri
@antonioregalado

Top Replied-To in G9:
@hybridhumans144
@deepneuron
@healthy_phd
@presstodigitate

Top Replied-To in G10:
@quiles_nuria
@wolfgangkhuber

Top Mentioned
Top Mentioned in Entire Graph:
@23andme
@jeetsidhu_
@binmohammed07
@lluismontoliu
@nature
@mcgovernmit
@physorg_com
@broadinstitute
@crispr_news
@jeanrossignol

Top Mentioned in G1:
@renal_bio
@bioinformaticsb
@investgrup
@veterinary_bio
@cmencke
@food_safety
@science2_0
@wagersscott
@catholicscigeek

Top Mentioned in G2:
@23andme
@jeetsidhu_

Top Mentioned in G3:
@mcgovernmit
@physorg_com
@broadinstitute
@genbio
@fzhang
@tuftsuniversity
@sciencemagazine
@advmat
@mit
@zhangf

Top Mentioned in G4:
@lluismontoliu
@pcoffeebreak
@astrocatinfo
@sararc83
@csic
@mit
@sombradoble
@mikeliturriaga
@jmmulet
@iyc_es

Top Mentioned in G5:
@addgene
@naturecomms
@ilyafinkelstein
@synbiobeta
@houseleylab
@gaetanburgio
@nikomccarty
@mnlimas
@naturenews
@rosscloney

Top Mentioned in G6:
@binmohammed07
@afrahbawazeer
@deemsonek
@techreview

Top Mentioned in G7:
@nature
@unmc
@templeuniv
@thescientistllc
@margafronterab
@naturenv
@terapieavanzate
@genotipia
@urnovfyodor
@mit

Top Mentioned in G8:
@jeanrossignol
@techreview
@antonioregalado
@genengnews
@tltagliaferri
@nedmcneelysson
@leonardoisast
@annadumitriu
@benlibberton
@mgabrielaite

Top Mentioned in G9:
@synthego
@skathire
@crisprjournal
@boggioa
@sxbegle
@igisci
@bryantuniv_news
@genomics_policy
@iasociety
@horizongenomics

Top Mentioned in G10:
@k_imkeller
@larsmsteinmetz
@wolfgangkhuber
@maxfingerbou
@cancersl
@femstweets
@genomebiology
@mib_wur
@danieltamarit
@prartweets

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@americanbanking
@neewsbot
@tickerreport
@cowboyscifibot
@nosqldigest
@follementbijoux
@feedjunkie
@specialbureau
@tc_istihbarat

Top Tweeters in G1:
@occuworld
@americanbanking
@neewsbot
@tickerreport
@follementbijoux
@feedjunkie
@animesh1977
@dailypoliticaln
@zyitegadgets
@lifetechnology1

Top Tweeters in G2:
@sapphixy
@semanadrea
@enyesshita
@caffeineandhate
@prpltnkr
@vincicat
@younglibrarian
@chrisjrn
@stoppedclock321
@untramen_taro

Top Tweeters in G3:
@dollycent
@machinelearn_d
@anoceanoftime
@drferdowsi
@jlboul
@cardcounterswin
@ayirpelle
@wbur
@cathcoste
@angelseti

Top Tweeters in G4:
@cowboyscifibot
@koolasuchus
@emulenews
@marvinharris76
@ajlopez
@javierpolar1
@jmmulet
@l_ssar
@santiagobio
@lauramorron

Top Tweeters in G5:
@gohsuket
@ecumenika
@biomickwatson
@cfaware
@omicsomicsblog
@profbootyphd
@magbutter
@desjw
@naturenews
@lb2s

Top Tweeters in G6:
@aa_mm58
@shooq_mustafa
@moodi_pharma
@rashiid6245
@basimbyg2
@nod199326
@ahmeds_12
@lshlshlsh12
@waiilabdullah
@osamanassif

Top Tweeters in G7:
@zephyorg
@lelevup
@cuetherain_
@gloriafindel
@laurie_garrett
@davidjohnson_27
@screamjiayou
@xsaezll
@txellbellostes
@ashishbohora

Top Tweeters in G8:
@20minutes
@digitalmaverick
@cybervenus
@newshour
@ashishchauhan
@matthewherper
@jeanrossignol
@jimpethokoukis
@pdchina
@techreview

Top Tweeters in G9:
@elcidbarett
@j082298
@rurba002
@tomoegozen77
@0fficersoandso
@dhovekamp42
@abokazhanova
@columbia
@skathire
@cybazesocial

Top Tweeters in G10:
@viewsini
@rstatstweet
@primary_immune
@hendryvictoria
@genomebiology
@anshulkundaje
@lelebezzan
@carolynbertozzi
@ahlamalsaadi88
@femstweets