CRISPR, Twitter, 2/23/2021 2:38:49 PM, 249448


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CRISPR_2021-02-23_02-51-21.xlsx
CRISPR_2021-02-23_02-51-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 23, 2021
Short Description:
CRISPR via NodeXL https://bit.ly/3dG3YeO
@odedrechavi
@nobelprize
@smr_foundation
@philipp08767899
@crisprjournal
@gaetanburgio
@crispr_101
@billgates
@ekogaia
@jillybean321rn

Top hashtags:
#crispr
#geneediting
#genomics
#nobelprize
#covid19
#biotech
#science
#ai

Description:
Description
The graph represents a network of 7,623 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, 23 February 2021 at 11:06 UTC.

The requested start date was Tuesday, 23 February 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, 8-hour, 11-minute period from Monday, 15 February 2021 at 16:48 UTC to Tuesday, 23 February 2021 at 00:59 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 : 7623
Unique Edges : 5117
Edges With Duplicates : 11901
Total Edges : 17018
Number of Edge Types : 5
Retweet : 4526
MentionsInRetweet : 7226
Replies to : 841
Tweet : 1820
Mentions : 2605
Self-Loops : 1910
Reciprocated Vertex Pair Ratio : 0.0257374544599835
Reciprocated Edge Ratio : 0.0501833180568286
Connected Components : 1468
Single-Vertex Connected Components : 773
Maximum Vertices in a Connected Component : 3876
Maximum Edges in a Connected Component : 11324
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.115978
Graph Density : 0.000150217272900415
Modularity : 0.518711
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 7,623 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, 23 February 2021 at 11:06 UTC.

The requested start date was Tuesday, 23 February 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, 8-hour, 11-minute period from Monday, 15 February 2021 at 16:48 UTC to Tuesday, 23 February 2021 at 00:59 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:
[115] https://www.scientificamerican.com/article/the-dark-side-of-crispr/
[87] https://www.jdfarag.org/bible-prophecy/bp41
[62] https://www.theguardian.com/science/2021/feb/21/after-the-nobel-what-next-for-crispr-gene-editing-therapies
[33] https://www.newscientist.com/article/2267610-mini-brains-genetically-altered-with-crispr-to-be-neanderthal-like/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1613434077
[31] https://www.theguardian.com/science/2021/feb/21/after-the-nobel-what-next-for-crispr-gene-editing-therapies?utm_source=dlvr.it&utm_medium=twitter
[29] https://www.wsj.com/articles/what-gene-editing-can-do-for-humankind-11613750317
[25] https://www.vox.com/future-perfect/2018/11/21/18103851/future-perfect-podcast-endangered-species-ferret-crispr?utm_campaign=vox.social&utm_source=twitter&utm_medium=social&utm_content=voxdotcom
[23] https://www.newscientist.com/article/2267610-mini-brains-genetically-altered-with-crispr-to-be-neanderthal-like/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1613520282
[22] https://phys.org/news/2021-02-efficiency-crispr.html
[22] https://www.wsj.com/articles/what-gene-editing-can-do-for-humankind-11613750317?reflink=desktopwebshare_twitter

Top URLs in Tweet in G1:
[45] https://www.scientificamerican.com/article/the-dark-side-of-crispr/
[25] https://www.theguardian.com/science/2021/feb/21/after-the-nobel-what-next-for-crispr-gene-editing-therapies
[19] https://www.wsj.com/articles/what-gene-editing-can-do-for-humankind-11613750317
[13] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-00388-2
[12] https://www.theguardian.com/science/2021/feb/21/after-the-nobel-what-next-for-crispr-gene-editing-therapies?CMP=share_btn_tw
[10] https://www.theguardian.com/science/2021/feb/21/after-the-nobel-what-next-for-crispr-gene-editing-therapies?CMP=Share_iOSApp_Other
[6] https://www.ft.com/content/98658737-b70d-466a-8920-78b9243ccf07
[6] https://www.theguardian.com/science/2021/feb/21/after-the-nobel-what-next-for-crispr-gene-editing-therapies?utm_source=dlvr.it&utm_medium=twitter
[5] https://nationalpost.com/news/world/scientists-create-neanderthal-mini-brains-using-crispr-gene-editing
[5] https://markethive.com/ottoknotzer/blog/thedarksideofcrispr

Top URLs in Tweet in G2:
[3] https://newscenter.lbl.gov/2020/10/07/doudna-wins-nobel-prize-chemistry/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5549907/
[1] https://berkeleylabnext90.lbl.gov/celebrate-the-past/
[1] https://berkeleylabnext90.lbl.gov/celebrate-the-past/90-breakthroughs/

Top URLs in Tweet in G3:
[20] https://www.wsj.com/articles/what-gene-editing-can-do-for-humankind-11613750317?reflink=desktopwebshare_twitter
[16] https://www.noemamag.com/the-ethics-and-potential-of-editing-humans/
[12] https://www.theguardian.com/science/2021/feb/21/after-the-nobel-what-next-for-crispr-gene-editing-therapies
[10] https://www.ft.com/content/98658737-b70d-466a-8920-78b9243ccf07?shareType=nongift
[9] https://www.wsj.com/articles/what-gene-editing-can-do-for-humankind-11613750317
[6] https://www.ft.com/content/98658737-b70d-466a-8920-78b9243ccf07
[5] https://www.theguardian.com/science/2021/feb/21/after-the-nobel-what-next-for-crispr-gene-editing-therapies?CMP=share_btn_tw
[3] https://blogs.sciencemag.org/books/2021/02/17/crispr-people/
[3] https://www.ncbi.nlm.nih.gov/pubmed/32895548?dopt=Abstract
[3] https://www.thetimes.co.uk/article/the-code-breaker-by-walter-isaacson-review-the-gene-genie-behind-crispr-and-covid-vaccines-mqh5fjz9r

Top URLs in Tweet in G4:
[13] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41596-020-00481-2
[5] https://www.workcast.com/register?cpak=3818977040483322&referrer=200
[3] https://mediahub.unl.edu/media/15696
[2] https://www.liebertpub.com/doi/10.1089/crispr.2020.0022?cookieSet=1
[2] https://www.freepatentsonline.com/y2021/0040507.html
[2] https://virtual.keystonesymposia.org/ks/live/587/page/4632
[2] https://www.liebertpub.com/doi/10.1089/crispr.2021.29118.abo?cookieSet=1
[2] post&utm_campaign=2021_job
[2] post
[2] https://www.ncbi.nlm.nih.gov/pubmed/33586084

Top URLs in Tweet in G5:
[3] https://www.gatesfoundation.org/Search#q/k=CRISPR%20cas
[1] https://www.npr.org/sections/health-shots/2018/11/26/670752865/chinese-scientist-says-hes-first-to-genetically-edit-babies
[1] https://souky.eol.cn/HomePage/index_401.html
[1] https://unlimitedhangout.com/2021/02/reports/bidens-nominee-for-new-cabinet-level-science-position-is-epstein-linked-geneticist/
[1] https://www.refinery29.com/en-us/2019/08/239383/what-is-eugenics-transhumanism-jeffrey-epstein-baby-ranch
[1] https://twitter.com/mami38796588/status/1361762252714606600
[1] https://twitter.com/billgates/status/1352333862144077824

Top URLs in Tweet in G6:
[47] https://www.scientificamerican.com/article/the-dark-side-of-crispr/
[5] https://www.scientificamerican.com/article/the-dark-side-of-crispr/?amp;text=The
[2] https://twitter.com/sciam/status/1361789379950366728
[1] https://cpm.well.ox.ac.uk/content/events
[1] https://www.theguardian.com/science/2021/feb/21/after-the-nobel-what-next-for-crispr-gene-editing-therapies
[1] https://cityclubofeugene.org/forum/designer-babies-prospects-and-problems/
[1] https://www.frontiersin.org/research-topics/17742/regulation-and-governance-of-gene-editing-technologies-crispr-etc#
[1] https://blog.frontiersin.org/2018/05/25/plant-science-cocoa-crispr-gene-editing/
[1] https://www.nextdoorpublishers.com/editando-genes-2-0/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-00388-2

Top URLs in Tweet in G7:
[12] https://geneticliteracyproject.org/2021/02/19/crispr-could-help-produce-allergen-free-soybeans-heres-how-it-works/
[10] https://www.thescottishfarmer.co.uk/news/19083707.campaigners-target-gene-edited-food/?ref=twtrec
[7] https://www.gmwatch.org/en/news/archive/2020-articles/19531-why-the-uk-could-end-up-deploying-risky-gene-drives-while-ignoring-natural-biological-control
[4] https://twitter.com/GMWatch/status/1361229889618206720
[2] http://www.google.com/sorry/index?continue=http://youtube.com/watch%3Fv%3DPLt6IL&q=EgS4SO-bGKbC04EGIhkA8aeDS9W3Q9fFet3dua_PilLWVa_wSB33MgFy
[2] https://www.scientificamerican.com/article/the-dark-side-of-crispr/
[2] https://magazine.scienceforthepeople.org/vol23-3-bio-politics/crispr-runaway-biology-conscientious-genome-editing/
[2] https://geneticliteracyproject.org/2021/02/19/mosquito-massacre-can-we-safely-tackle-malaria-with-a-crispr-gene-drive/
[2] http://www.google.com/sorry/index?continue=http://youtube.com/watch%3Fv%3DPLt6IL&q=EgS4SO-bGKPC04EGIhkA8aeDS0G6la0r11HtVJqUXIF7grWGxhrjMgFy
[1] https://www.testbiotech.org/aktuelles/efsa-risikobewertung-von-pflanzen-aus-neuer-gentechnik-keine-gene-eingefuegt

Top URLs in Tweet in G8:
[87] https://www.jdfarag.org/bible-prophecy/bp41
[2] https://www.genengnews.com/news/darpa-to-fund-crispr-diagnostics-using-mammoth-idbydna-technologies/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7469881/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41590-019-0578-8

Top URLs in Tweet in G9:
[4] https://www.ddw-online.com/ers-genomics-and-zeclinics-sign-crispr-cas9-license-agreement-9765-202102/
[3] https://jobs.lever.co/mammothbiosci/55a02540-6113-4677-9f39-1aed2e6a8dd5
[3] http://www.ersgenomics.com/news.php
[2] https://mammoth.bio/2020/01/28/antibiotic-resistance-how-it-works-and-how-we-can-fight-it-with-crispr-diagnostics/
[2] https://mammoth.bio/2021/01/12/building-sars-cov-2-testing-capacity-with-detectr-boost/
[2] https://mammoth.bio/2021/02/02/building-consistent-reliable-testing-capacity-with-the-detectr-boost-sars-cov-2-test-kit/
[2] https://www.origene.com/research-areas/covid-19?utm_source=socialmedia&utm_medium=post&utm_campaign=smp
[2] https://www.biocompare.com/Editorial-Articles/572353-How-to-Select-the-Western-Blot-Detection-Method/
[2] https://www.wsj.com/articles/what-gene-editing-can-do-for-humankind-11613750317?mod=flipboard
[2] http://ersgenomics.com/news-press-release-20210216.php

Top URLs in Tweet in G10:
[1] https://www.theguardian.com/science/2021/feb/21/after-the-nobel-what-next-for-crispr-gene-editing-therapies
[1] https://www.nobelprize.org/prizes/chemistry/2020/popular-information/
[1] https://www2.criver.com/l/60962/2021-02-11/hpbg4n
[1] https://awis.informz.net/AWIS/data/images/AWIS%20Magazine%20Winter%202020-21%20Teaser.pdf
[1] https://twitter.com/CRUK_BI/status/1359872820583542784
[1] https://www.eventbrite.co.uk/e/the-schrodinger-lecture-2021-crispr-tickets-137270556931
[1] https://twitter.com/imperialmed/status/1361681773474832384
[1] https://www.imperial.ac.uk/events/129421/the-schrodinger-lecture-2021-crispr/

Top Domains
Top Domains in Tweet in Entire Graph:
[250] twitter.com
[139] theguardian.com
[136] scientificamerican.com
[101] nature.com
[95] youtube.com
[87] jdfarag.org
[75] newscientist.com
[72] nih.gov
[67] phys.org
[61] wsj.com

Top Domains in Tweet in G1:
[60] twitter.com
[54] scientificamerican.com
[54] theguardian.com
[38] nih.gov
[23] phys.org
[21] wsj.com
[18] nature.com
[9] google.com
[9] linkedin.com
[9] thetop10news.com

Top Domains in Tweet in G2:
[5] lbl.gov
[2] nih.gov

Top Domains in Tweet in G3:
[35] wsj.com
[21] ft.com
[17] theguardian.com
[16] noemamag.com
[9] twitter.com
[5] sciencemag.org
[4] amazon.com
[3] nih.gov
[3] co.uk
[3] youtube.com

Top Domains in Tweet in G4:
[30] nature.com
[19] liebertpub.com
[15] twitter.com
[8] elsevier.com
[7] addgene.org
[6] npr.org
[5] intelliatx.com
[5] workcast.com
[5] biorxiv.org
[4] oup.com

Top Domains in Tweet in G5:
[3] gatesfoundation.org
[2] twitter.com
[1] npr.org
[1] eol.cn
[1] unlimitedhangout.com
[1] refinery29.com

Top Domains in Tweet in G6:
[54] scientificamerican.com
[4] twitter.com
[2] frontiersin.org
[2] nextdoorpublishers.com
[1] ac.uk
[1] theguardian.com
[1] cityclubofeugene.org
[1] nature.com
[1] ft.com
[1] mailchi.mp

Top Domains in Tweet in G7:
[17] geneticliteracyproject.org
[10] co.uk
[9] twitter.com
[8] google.com
[7] gmwatch.org
[3] testbiotech.org
[2] scientificamerican.com
[2] scienceforthepeople.org
[2] biopharmadive.com
[2] invivobiosystems.com

Top Domains in Tweet in G8:
[87] jdfarag.org
[2] genengnews.com
[1] nih.gov
[1] nature.com

Top Domains in Tweet in G9:
[9] mammoth.bio
[5] ersgenomics.com
[4] origene.com
[4] twitter.com
[4] ddw-online.com
[3] lever.co
[2] pathable.com
[2] biocompare.com
[2] nature.com
[2] nytimes.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] theguardian.com
[1] nobelprize.org
[1] criver.com
[1] informz.net
[1] co.uk
[1] ac.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1139] crispr
[68] geneediting
[56] genomics
[54] nobelprize
[54] covid19
[50] biotech
[43] science
[34] ai
[33] genomeediting
[32] newgeneticengineering



Top Hashtags in Tweet in G1:
[102] crispr
[13] science
[8] geneediting
[7] biotech
[6] genetics
[5] ai
[5] technology
[5] cas9
[5] thedarksideofcrispr
[5] hiv

Top Hashtags in Tweet in G2:
[6] crispr
[4] berkeleylab90
[3] teamscience
[1] bringingsciencesolutionstotheworld

Top Hashtags in Tweet in G3:
[57] crispr
[16] berkeleyresearch
[16] nobelprize
[8] womeninscience
[5] humannaturefilm
[4] ethics
[3] crisprpeople
[3] translationalscience
[3] researchspecialists
[2] biohackers

Top Hashtags in Tweet in G4:
[170] crispr
[12] genomeediting
[8] techrefactored
[6] jitc
[5] vksomicengineering21
[5] webinar
[4] scientist
[3] pledgeforpatients
[3] biotechjobs
[3] dna

Top Hashtags in Tweet in G6:
[24] crispr
[7] science
[6] exclusive
[5] covaccine
[5] stateofthepossible
[4] ethics
[2] disability
[2] regulation
[2] governance
[2] editandogenes

Top Hashtags in Tweet in G7:
[90] crispr
[32] newgeneticengineering
[23] newgmo
[14] genedrives
[10] molecularmayhem
[9] genedrive
[7] ogm
[6] sbstta24
[4] crispr21
[3] neuegentechnik

Top Hashtags in Tweet in G9:
[67] crispr
[25] genomics
[24] ai
[20] bigdata
[19] futureofwork
[19] ml
[19] cloud
[19] iot
[19] robotics
[18] cybersecurity

Top Hashtags in Tweet in G10:
[31] nobelprize
[15] crispr
[6] internet
[6] time
[6] countries
[6] reality
[6] longevity
[6] person
[6] people
[6] ages

Top Words
Top Words in Tweet in Entire Graph:
[4691] crispr
[1136] #crispr
[1038] editing
[1005] gene
[769] amazing
[753] odedrechavi
[551] cas9
[486] technology
[379] mei98862477
[354] using

Top Words in Tweet in G1:
[736] crispr
[197] editing
[174] gene
[110] cas9
[102] #crispr
[67] next
[63] nobel
[56] therapeutics
[53] crsp
[52] therapies

Top Words in Tweet in G2:
[761] crispr
[742] odedrechavi
[741] amazing
[12] bat
[9] cells
[7] genetic
[6] cas9
[6] oh
[6] used
[6] #crispr

Top Words in Tweet in G3:
[215] crispr
[170] gene
[145] book
[138] walterisaacson
[136] code
[133] breaker
[115] editing
[104] danrather
[103] edit
[102] another

Top Words in Tweet in G4:
[341] crispr
[171] #crispr
[141] published
[126] work
[125] today
[123] johndoench
[123] group
[123] ruth_e_hanna
[122] led
[122] developing

Top Words in Tweet in G5:
[374] mei98862477
[187] 売電科学顧問候補はエプスタインから資金提供を受け
[187] crispr遺伝子組み換えを研究していた専門家w
[187] このエリックランダーを売電が内閣に配置する動きがありますが
[186] 売電はcrispr遺伝子操作に資金を出したエプスタインと同じ様に遺伝子操作
[177] エプスタインは妊娠させた女性達にcrispr遺伝子操作を使い
[173] 変態はcrisper遺伝子操作で何を
[173] 強化した自分の種を世界に撒こうとしていましたw
[173] 彼は女性に精子を授精させニューメキシコ州の牧場で管理し赤ちゃんを出産させ
[173] 種をまく

Top Words in Tweet in G6:
[134] sciam
[104] people
[99] editing
[89] crispr
[87] powerful
[82] technology
[81] lives
[80] genome
[80] scientific
[79] reshape

Top Words in Tweet in G7:
[90] #crispr
[49] crispr
[40] efsa_eu
[39] testbiotech
[39] gluten
[33] reduce
[32] #newgeneticengineering
[32] wheat
[32] manipulated
[32] content

Top Words in Tweet in G8:
[136] vaccine
[135] minute
[135] 44
[135] hour
[135] minutes
[135] describes
[135] future
[135] become
[131] mark
[130] beast

Top Words in Tweet in G9:
[141] sminaev2015
[141] frisesally
[141] angelicagallegs
[141] yukarikingdom18
[141] mhall55nine
[141] eoff_sylvia
[141] semicvet50
[138] arnabch01
[132] chantalsimonato
[130] brindusab

Top Words in Tweet in G10:
[215] doudna
[135] jennifer
[130] nobelprize
[124] chemistry
[94] laureate
[83] happy
[83] birthday
[79] wishing
[79] child
[79] strong

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[752] odedrechavi,crispr
[752] crispr,amazing
[570] gene,editing
[435] crispr,cas9
[269] crispr,technology
[250] genome,editing
[247] crispr,gene
[215] jennifer,doudna
[191] 売電科学顧問候補はエプスタインから資金提供を受け,crispr遺伝子組み換えを研究していた専門家w
[190] crispr遺伝子組み換えを研究していた専門家w,このエリックランダーを売電が内閣に配置する動きがありますが

Top Word Pairs in Tweet in G1:
[135] gene,editing
[100] crispr,cas9
[77] crispr,gene
[52] next,crispr
[52] editing,therapies
[51] nobel,next
[50] crispr,therapeutics
[38] covid,19
[30] genome,editing
[27] crispr,technology

Top Word Pairs in Tweet in G2:
[741] odedrechavi,crispr
[741] crispr,amazing
[7] bat,cells
[6] genetic,engineering
[4] oh,oh
[4] although,one
[4] one,example
[4] example,demonstrated
[4] demonstrated,crispr
[4] crispr,used

Top Word Pairs in Tweet in G3:
[133] code,breaker
[110] book,code
[100] best,selling
[100] selling,author
[100] author,walterisaacson
[100] walterisaacson,sure
[100] sure,another
[100] another,hit
[100] hit,upcoming
[100] upcoming,book

Top Word Pairs in Tweet in G4:
[122] developing,crispr
[121] work,group
[121] group,published
[121] published,today
[121] today,led
[121] led,incredible
[121] incredible,integral
[121] integral,incomparable
[121] incomparable,ruth_e_hanna
[121] ruth_e_hanna,developing

Top Word Pairs in Tweet in G5:
[187] 売電科学顧問候補はエプスタインから資金提供を受け,crispr遺伝子組み換えを研究していた専門家w
[187] crispr遺伝子組み換えを研究していた専門家w,このエリックランダーを売電が内閣に配置する動きがありますが
[186] mei98862477,売電科学顧問候補はエプスタインから資金提供を受け
[186] このエリックランダーを売電が内閣に配置する動きがありますが,売電はcrispr遺伝子操作に資金を出したエプスタインと同じ様に遺伝子操作
[173] 変態はcrisper遺伝子操作で何を,エプスタインは妊娠させた女性達にcrispr遺伝子操作を使い
[173] エプスタインは妊娠させた女性達にcrispr遺伝子操作を使い,強化した自分の種を世界に撒こうとしていましたw
[173] 強化した自分の種を世界に撒こうとしていましたw,彼は女性に精子を授精させニューメキシコ州の牧場で管理し赤ちゃんを出産させ
[173] 彼は女性に精子を授精させニューメキシコ州の牧場で管理し赤ちゃんを出産させ,種をまく
[172] mei98862477,変態はcrisper遺伝子操作で何を
[5] mami38796588,mei98862477

Top Word Pairs in Tweet in G6:
[80] genome,editing
[79] editing,powerful
[79] powerful,scientific
[79] scientific,technology
[79] technology,reshape
[79] reshape,medical
[79] medical,treatments
[79] treatments,people
[79] people,lives
[73] sciam,genome

Top Word Pairs in Tweet in G7:
[32] #newgeneticengineering,wheat
[32] wheat,manipulated
[32] manipulated,#crispr
[32] #crispr,reduce
[32] reduce,gluten
[32] gluten,content
[32] content,efsa_eu
[32] efsa_eu,admits
[31] testbiotech,#newgeneticengineering
[23] crazy,january

Top Word Pairs in Tweet in G8:
[135] minute,44
[135] 44,hour
[135] hour,minutes
[135] minutes,describes
[135] describes,future
[135] future,vaccine
[135] vaccine,become
[131] become,mark
[129] mark,beast
[101] beast,using

Top Word Pairs in Tweet in G9:
[141] sminaev2015,frisesally
[141] frisesally,angelicagallegs
[141] angelicagallegs,yukarikingdom18
[141] yukarikingdom18,mhall55nine
[141] mhall55nine,eoff_sylvia
[141] eoff_sylvia,semicvet50
[132] chantalsimonato,sminaev2015
[130] arnabch01,chantalsimonato
[130] semicvet50,brindusab
[20] #genomics,#crispr

Top Word Pairs in Tweet in G10:
[135] jennifer,doudna
[94] chemistry,laureate
[83] happy,birthday
[79] wishing,happy
[79] birthday,jennifer
[79] doudna,child
[79] child,chemistry
[79] laureate,doudna
[79] doudna,strong
[79] strong,urge

Top Replied-To
Top Replied-To in Entire Graph:
@soumyazen
@proflowell
@afrahbawazeer
@sawyermerritt
@pabloandreone
@lpolovets
@biotech2k1
@adamsinger
@richarddawkins
@pedroloos

Top Replied-To in G2:
@cytokinesignal
@odedrechavi
@agnieszkaml

Top Replied-To in G3:
@wsj
@milkwhitecowgrl
@philipcball
@walterisaacson
@doudna_lab
@hannahkuchler
@richardengel
@r_owl_mirror
@danrather
@jmartnyt

Top Replied-To in G4:
@afrahbawazeer
@yaqobtaleb
@hiroshi_tsuji
@joebondydenomy
@reem_kharji
@binmohammed07
@anshulkundaje

Top Replied-To in G5:
@mei98862477
@gly02to6p7rb7sa
@kuma1206
@ogeosqrqk0nhcbt

Top Replied-To in G6:
@sciam
@2quadrillion
@karolina_anna1
@plaza_bickle
@michelleauger
@midbookreview
@sandys1370
@sharronapearl
@pdxcityclub
@lluismontoliu

Top Replied-To in G7:
@lizbates217
@edrybicki

Top Replied-To in G8:
@drmadej
@msrightmsright
@jamesperloff
@bret_sears
@nvicloedown
@libertytarian
@utobian
@btysonmd
@science_cited
@drsimonegold

Top Replied-To in G9:
@chantalsimonato
@sminaev2015
@ersgenomics
@benjnovak1

Top Replied-To in G10:
@nobelprize
@enrique_lins

Top Mentioned
Top Mentioned in Entire Graph:
@odedrechavi
@mei98862477
@walterisaacson
@frisesally
@angelicagallegs
@yukarikingdom18
@mhall55nine
@eoff_sylvia
@semicvet50
@sminaev2015

Top Mentioned in G1:
@retirefund
@thepostsynaptic
@sophiatseliem
@carol_must
@alerttrade
@artkatla
@asdrubal1963
@stigmabase
@j_gomez_moya

Top Mentioned in G2:
@odedrechavi
@billybostickson
@berkeleylab
@addgene
@dani_pellicer
@joannascience
@daoyu15
@cytokinesignal
@mfwhite2
@beharmarina

Top Mentioned in G3:
@walterisaacson
@danrather
@hankgreelylsju
@doudna_lab
@wsj
@noemamag
@igisci
@berkeleymcb
@calummcburney
@philipcball

Top Mentioned in G4:
@johndoench
@ruth_e_hanna
@crisprjournal
@binmohammed07
@rosscloney
@paquetlab
@natureprotocols
@jwmodell
@addgene
@huiminzhaolab

Top Mentioned in G5:
@mei98862477
@mami38796588
@gly02to6p7rb7sa
@6suesue6
@satopokkur
@ogeosqrqk0nhcbt

Top Mentioned in G6:
@sciam
@sandys1370
@lluismontoliu
@rgarlandthomson
@francoisebaylis
@nextdoorpublish
@dorfmandoron
@hastingscenter
@rgarla
@nataliekofler

Top Mentioned in G7:
@efsa_eu
@testbiotech
@gmwatch
@gmofreeusa
@geneticliteracy
@h
@saveourseeds
@olivefarmer
@peterdoodes
@resourceful1942

Top Mentioned in G8:
@jillybean321rn
@drscott_atlanta
@truthseekertks
@truthsp01978317
@luther1096
@roystonpotter
@jesusis53688620
@busydrt
@johnnyvedmore
@kevin_mckernan

Top Mentioned in G9:
@frisesally
@angelicagallegs
@yukarikingdom18
@mhall55nine
@eoff_sylvia
@semicvet50
@sminaev2015
@arnabch01
@chantalsimonato
@brindusab

Top Mentioned in G10:
@nobelprize
@owen_sansom
@imperialsci
@awisnational
@thecrick
@gunestaylor
@davidbryantlab
@academicchatter
@uom_geu
@criverlabs

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@paul_cude
@alerttrade
@simanekomama
@sectest9
@tokoroten510
@zyiteblog
@mlnangalama
@zyitegadgets
@huskorkut

Top Tweeters in G1:
@alerttrade
@freiewelteu
@dailypoliticaln
@skinnergj
@midetimes
@globalissuesweb
@jondknight
@crweworld
@2001online
@stigmabase

Top Tweeters in G2:
@ken_crichlow
@davidjewood
@_abe38
@adriveronica1
@hkmoviefan
@desselebrada
@vitellozzo
@gl650_lynneg
@themistocles_w
@miguelmcminn

Top Tweeters in G3:
@lt38
@sddphoto
@dsochoa
@redboybroken
@auntsophie1
@blubdha
@rockyintx
@areck0001
@smp0312
@ak2webd3

Top Tweeters in G4:
@hattangattan
@angel2damax
@ayirpelle
@carter_embrey
@janasainikudu5
@biorxivpreprint
@bastakif
@surt_lab
@luca
@xenopus007

Top Tweeters in G5:
@ohanalomi
@dora_nyan
@utada0511
@fajiarunyu12
@uprise1jimmy
@ediee_lee
@skyleafer
@mina005
@penpen1188
@silktherapylabs

Top Tweeters in G6:
@llemj
@world_news_eng
@kimvie
@reneevoicebrand
@barbiewithatude
@sonaliranade
@sfdirewolf
@deepakkanungo
@elleallever
@medical91

Top Tweeters in G7:
@_redfrog
@lizditz
@manilabulletin
@paulrogers002
@theroigner
@kavn
@youranonriots
@charismaalasta1
@jodikoberinski
@mollygalt

Top Tweeters in G8:
@ericsteelelive
@43a6f0ce5dac4ea
@stillgray
@zoombouse
@ds13_manon
@jubilee_7double
@drscott_atlanta
@lovelygigi33
@risetoflyy
@uslawreview

Top Tweeters in G9:
@sectest9
@huskorkut
@cybersec_feeds
@chidambara09
@ejlazar
@monicasloves
@mhall55nine
@nieuwemarlean
@xaelbot
@jilliemary

Top Tweeters in G10:
@rockslashjeffry
@marciabunney
@madamend
@argusc
@sumoh7
@agitatorsneeded
@academicchatter
@naphisoc
@heideggerfan
@miyuriscarlet