CRISPR, Twitter, 6/21/2022 1:50:39 PM, 278459


FAQ | Problem?

CRISPR_2022-06-21_06-00-01.xlsx
CRISPR_2022-06-21_06-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 21, 2022
Short Description:
CRISPR via NodeXL https://bit.ly/3zSY5G1
@florianmerkle
@incrementallog1
@glennheller1
@tuckercarlson
@crisprtx
@brian13308504
@kathmlee1
@skathire
@erictopol
@naturebiotech

Top hashtags:
#crispr
#geneediting
#eha2022
#biotech
#genomeediting
#genetics
#dna

Description:
Description
The graph represents a network of 7,181 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, 21 June 2022 at 13:14 UTC.

The requested start date was Tuesday, 21 June 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 9-day, 4-hour, 13-minute period from Saturday, 11 June 2022 at 19:47 UTC to Tuesday, 21 June 2022 at 00:00 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 : 7181
Unique Edges : 4814
Edges With Duplicates : 10390
Total Edges : 15204
Number of Edge Types : 5
Replies to : 872
Tweet : 2258
Retweet : 4145
MentionsInRetweet : 5487
Mentions : 2442
Self-Loops : 2340
Reciprocated Vertex Pair Ratio : 0.0275192767880883
Reciprocated Edge Ratio : 0.0535644973476517
Connected Components : 1464
Single-Vertex Connected Components : 789
Maximum Vertices in a Connected Component : 3552
Maximum Edges in a Connected Component : 9776
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.230756
Graph Density : 0.000149904246698674
Modularity : 0.509982
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,181 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, 21 June 2022 at 13:14 UTC.

The requested start date was Tuesday, 21 June 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 9-day, 4-hour, 13-minute period from Saturday, 11 June 2022 at 19:47 UTC to Tuesday, 21 June 2022 at 00:00 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:
[182] https://news.mit.edu/2022/crispr-based-map-ties-every-human-gene-to-its-function-0609
[104] https://www.technologyreview.com/2022/06/14/1053843/carbon-capture-crispr-crops/
[35] https://www.technologyreview.jp/s/278315/these-scientists-want-to-capture-more-carbon-with-crispr-crops/
[32] https://www.technocracy.news/crispr-fried-chicken-genetically-engineered-hens-made-to-kill-their-male-chicks/
[27] https://newatlas.com/health-wellbeing/crispr-vertex-long-term-follow-up-gene-editing-sickle-cell/
[23] https://www.newscientist.com/article/2324518-children-to-get-crispr-treatment-for-sickle-cell-disease-in-trial/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1655385162
[22] https://www.newscientist.com/article/2324518-children-to-get-crispr-treatment-for-sickle-cell-disease-in-trial/
[22] https://www.statnews.com/2022/06/11/updated-study-results-show-a-crispr-treatment-for-blood-diseases-continues-to-benefit-patients/
[19] https://www.science.org/content/article/better-crispr-another-way-fix-gene-problems-may-be-safer-and-more-versatile?utm_campaign=NewsfromScience&utm_source=Social&utm_medium=Twitter
[16] https://singularityhub.com/2022/06/20/scientists-used-crispr-to-trace-every-human-gene-to-its-function/

Top URLs in Tweet in G1:
[56] https://news.mit.edu/2022/crispr-based-map-ties-every-human-gene-to-its-function-0609
[25] https://newatlas.com/health-wellbeing/crispr-vertex-long-term-follow-up-gene-editing-sickle-cell/
[24] https://www.technologyreview.com/2022/06/14/1053843/carbon-capture-crispr-crops/
[16] https://singularityhub.com/2022/06/20/scientists-used-crispr-to-trace-every-human-gene-to-its-function/
[12] https://www.technocracy.news/crispr-fried-chicken-genetically-engineered-hens-made-to-kill-their-male-chicks/
[10] https://www.technologyreview.com/2022/06/14/1053854/download-sensory-cities-urban-planning-carbon-trapping-crops-crispr/
[10] https://www.newscientist.com/article/2324518-children-to-get-crispr-treatment-for-sickle-cell-disease-in-trial/
[5] https://bigthink.com/health/crispr-gene-functions/
[5] https://www.science.org/content/article/better-crispr-another-way-fix-gene-problems-may-be-safer-and-more-versatile?cookieSet=1
[5] https://www.freethink.com/science/beef-cattle-heat-stress

Top URLs in Tweet in G2:
[14] https://news.mit.edu/2022/crispr-based-map-ties-every-human-gene-to-its-function-0609
[7] https://www.statnews.com/2022/06/11/updated-study-results-show-a-crispr-treatment-for-blood-diseases-continues-to-benefit-patients/
[7] https://www.nature.com/articles/s41587-020-0470-y
[7] https://www.genengnews.com/crispr/crispr-technology-maps-every-human-gene-function/
[7] https://phys.org/news/2022-06-decision-aid-crispr-immune-responses.html
[6] https://www.biopharmadive.com/news/vertex-crispr-gene-editing-sickle-beta-thalassemia-eha-data/625327/
[5] https://endpts.com/on-bluebirds-heels-crispr-therapeutics-and-vertex-take-the-air-with-interim-crispr-blood-cell-therapy-data/
[5] https://doi.org/10.1016/J.CHOM.2022.05.013
[4] https://www.youtube.com/watch?v=sAbF_j7MAVg&feature=youtu.be

[4] https://wi.mit.edu/news/researchers-use-crispr-technology-create-map-tying-every-human-gene-its-function

Top URLs in Tweet in G3:
[10] https://www.jobs.cam.ac.uk/job/35537/
[3] https://www.jobs.cam.ac.uk/job/35538/
[3] https://www.jobs.cam.ac.uk/job/35527/
[1] https://www.rna-seqblog.com/researchers-used-single-cell-sequencing-tool-perturb-seq-on-every-human-gene-linking-each-to-its-job-in-the-cell/
[1] https://pei.de/vacancies
[1] https://twitter.com/FlorianMerkle/status/1538180286416097285
[1] https://www.weforum.org/agenda/2021/11/crispr-gene-editing-technology-improves-eyesight?utm_source=twitter&utm_medium=social_scheduler&utm_term=COVID-19&utm_content=17/11/2021+18:15
[1] https://www.weforum.org/agenda/2015/10/what-is-crispr-and-how-has-it-changed-genetic-research/
[1] https://www.newscientist.com/article/2324518-children-to-get-crispr-treatment-for-sickle-cell-disease-in-trial/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1655385162

Top URLs in Tweet in G4:
[62] https://www.technologyreview.com/2022/06/14/1053843/carbon-capture-crispr-crops/
[10] https://onlinelibrary.wiley.com/doi/abs/10.1111/pbi.13872
[7] https://www.technologyreview.com/2022/06/14/1053843/carbon-capture-crispr-crops/?utm_source=Twitter&utm_campaign=site_visitor.unpaid.engagement&utm_medium=tr_social
[6] https://www.technologyreview.com/2022/06/14/1053843/carbon-capture-crispr-crops/?utm_campaign=site_visitor.unpaid.engagement&utm_medium=tr_social&utm_source=Twitter
[4] https://news.mit.edu/2022/crispr-based-map-ties-every-human-gene-to-its-function-0609
[4] https://www.technologyreview.com/2022/06/14/1053843/carbon-capture-crispr-crops/?utm_source=engagement
[4] https://www.maddyness.com/2022/06/17/maddyfeed-crispr-carbone-culture-zuckerberg/
[3] https://www.technologyreview.com/2022/06/14/1053843/carbon-capture-crispr-crops/?utm_source=Twitter&utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement
[3] https://chanzuckerberg.com/newsroom/supercharging-plants-and-soils-to-remove-carbon-from-the-atmosphere/
[3] https://innovativegenomics.org/news/crispr-carbon-removal/

Top URLs in Tweet in G5:
[12] https://www.technocracy.news/crispr-fried-chicken-genetically-engineered-hens-made-to-kill-their-male-chicks/
[2] https://www.tiktok.com/@mindyharleyofficial/video/7085726285376425262?_r=1&_t=8RQiXs99NGc&social_sharing=v3
[2] https://www.statnews.com/2018/03/05/crispr-off-target-editing/
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-01906-4
[2] https://uncoverdc.com/2022/05/17/fda-says-crispr-gene-edited-cattle-safe-for-human-consumption/
[1] https://www.scientificamerican.com/article/crispr-edited-cells-linked-to-cancer-risk-in-2-studies/
[1] https://www.nature.com/articles/s41591-018-0050-6
[1] https://www.biorxiv.org/content/10.1101/168443v1.full.pdf
[1] https://www.biorxiv.org/content/10.1101/243345v1.full.pdf
[1] https://www.statnews.com/2018/01/08/immunity-crispr-cas9/

Top URLs in Tweet in G6:
[5] https://www.cell.com/molecular-cell/fulltext/S1097-2765(22)00383-5?rss=yes&utm_source=dlvr.it&utm_medium=twitter
[5] https://www.biorxiv.org/cgi/content/short/2022.06.17.496589v1
[4] https://www.cell.com/molecular-cell/fulltext/S1097-2765(22)00437-3?rss=yes&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.nature.com/articles/s41467-022-30843-1
[2] https://twitter.com/MartinJinek/status/1538065527628759040
[1] https://www.biorxiv.org/content/10.1101/2022.06.17.496590v1
[1] http://tiny.uzh.ch/Zn
[1] https://academic.oup.com/nar/advance-article/doi/10.1093/nar/gkac462/6603659
[1] https://www.biorxiv.org/content/10.1101/2022.03.10.483831v1
[1] https://www.cibss.uni-freiburg.de/news-and-events/event/event-details/joint-seminar-cibss-and-sfb-1381

Top URLs in Tweet in G7:
[2] https://threadsirish.substack.com/p/what-does-the-bill-and-melinda-gates
[1] https://www.freethink.com/science/beef-cattle-heat-stress
[1] https://www.livescience.com/58790-crispr-explained.html
[1] https://www.annualreviews.org/doi/10.1146/annurev-animal-021419-083634?cookieSet=1

Top URLs in Tweet in G8:
[7] https://geneticliteracyproject.org/2022/06/08/gene-editing-makes-list-of-top-6-innovations-in-agricultural-technology/
[5] https://geneticliteracyproject.org/2022/06/13/frying-foods-like-wheat-and-potatoes-can-produce-a-carcinogen-acrylamide-a-crispr-gene-edited-wheat-in-development-could-prevent-that/
[2] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Fcollections%2Fighhgighgj
[1] https://geneticliteracyproject.org/2022/06/20/podcast-gene-editing-and-public-acceptance-agricultural-economist-brandon-mcfadden-on-regulatory-differences-in-agriculture-and-medicine-for-using-crispr/?utm_medium=Social&utm_source=Twitter#Echobox=1655754377-1
[1] https://geneticliteracyproject.org/2022/04/28/ukraine-crisis-prompts-anti-gmo-german-farmers-to-consider-embracing-crispr-gene-edited-crops/?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1655026035
[1] https://geneticliteracyproject.org/2022/06/13/frying-foods-like-wheat-and-potatoes-can-produce-a-carcinogen-acrylamide-a-crispr-gene-edited-wheat-in-development-could-prevent-that/?utm_medium=Social&utm_source=Twitter#Echobox=1655182479-1
[1] https://geneticliteracyproject.org/2022/06/13/frying-foods-like-wheat-and-potatoes-can-produce-a-carcinogen-acrylamide-a-crispr-gene-edited-wheat-in-development-could-prevent-that/?utm_medium=Social&utm_source=Twitter#Echobox=1655182479-2
[1] https://www.isaaa.org/kc/cropbiotechupdate/article/default.asp?ID=19544#.YqnE69fRoy8.twitter
[1] https://www.genengnews.com/crispr/crispr-technology-maps-every-human-gene-function/
[1] https://plantgenomeediting.eu/planted-wg1-training-school-crispr-cas-experiment-design/

Top URLs in Tweet in G9:
[3] https://www.youtube.com/channel/UCBHa_NxDDus_khYUH3UEwMA
[2] https://www.youtube.com/watch?v=rxM7U8Qb8ic

[1] https://www.youtube.com/watch?v=EwsNmvwkalE

[1] https://www.youtube.com/watch?v=AX-I3iTnxP0&feature=youtu.be

[1] https://twitter.com/nft_1World/status/1538533463162167298
[1] https://twitter.com/bromilito/status/1536815555361005569

Top URLs in Tweet in G10:
[62] https://news.mit.edu/2022/crispr-based-map-ties-every-human-gene-to-its-function-0609
[9] https://www.statnews.com/2022/06/11/updated-study-results-show-a-crispr-treatment-for-blood-diseases-continues-to-benefit-patients/
[2] https://pubmed.ncbi.nlm.nih.gov/35708734/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1-ePM6TuRYDbKIT1WVN2xCwHmSVIE9rHJqVksFJsgdql1xw9ZG&fc=None&ff=20220616133328&v=2.17.6
[2] https://agroalimentando.com/nota/14540
[2] https://www.mdpi.com/1999-4923/13/12/2090/htm
[2] https://pdf.usaid.gov/pdf_docs/PCAAB500.pdf
[2] https://zenodo.org/record/6210570
[1] https://www.scientificamerican.com/article/u-s-military-preps-for-gene-drives-run-amok/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41573-022-00107-0
[1] https://crisprtx.gcs-web.com/news-releases/news-release-details/vertex-and-crispr-therapeutics-present-new-data-more-patients/

Top Domains
Top Domains in Tweet in Entire Graph:
[201] mit.edu
[183] twitter.com
[174] technologyreview.com
[87] nih.gov
[77] youtube.com
[63] biorxiv.org
[58] nature.com
[55] newscientist.com
[49] phys.org
[36] science.org

Top Domains in Tweet in G1:
[62] mit.edu
[50] twitter.com
[47] technologyreview.com
[43] nih.gov
[26] phys.org
[26] newatlas.com
[24] singularityhub.com
[22] biorxiv.org
[13] newscientist.com
[12] technocracy.news

Top Domains in Tweet in G2:
[24] youtube.com
[21] nature.com
[21] mit.edu
[16] twitter.com
[13] phys.org
[12] genengnews.com
[9] liebertpub.com
[9] doi.org
[8] statnews.com
[7] endpts.com

Top Domains in Tweet in G3:
[16] ac.uk
[2] weforum.org
[1] rna-seqblog.com
[1] pei.de
[1] twitter.com
[1] newscientist.com

Top Domains in Tweet in G4:
[94] technologyreview.com
[14] isaaa.org
[11] wiley.com
[9] elsevier.com
[6] oup.com
[6] springer.com
[6] cell.com
[5] nature.com
[5] frontiersin.org
[5] mit.edu

Top Domains in Tweet in G5:
[12] technocracy.news
[5] nature.com
[4] statnews.com
[4] innovativegenomics.org
[4] nih.gov
[3] tiktok.com
[3] twitter.com
[2] biorxiv.org
[2] uncoverdc.com
[1] scientificamerican.com

Top Domains in Tweet in G6:
[22] biorxiv.org
[12] nih.gov
[10] cell.com
[8] twitter.com
[2] nature.com
[2] uni-freiburg.de
[2] sciencedirect.com
[1] uzh.ch
[1] oup.com
[1] gob.es

Top Domains in Tweet in G7:
[2] substack.com
[1] freethink.com
[1] livescience.com
[1] annualreviews.org

Top Domains in Tweet in G8:
[18] geneticliteracyproject.org
[5] wiley.com
[4] springer.com
[4] frontiersin.org
[3] twitter.com
[3] scoop.it
[1] isaaa.org
[1] genengnews.com
[1] plantgenomeediting.eu
[1] tandfonline.com

Top Domains in Tweet in G9:
[7] youtube.com
[2] twitter.com

Top Domains in Tweet in G10:
[62] mit.edu
[10] statnews.com
[3] nature.com
[3] twitter.com
[3] agroalimentando.com
[2] nih.gov
[2] mdpi.com
[2] usaid.gov
[2] zenodo.org
[2] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[952] crispr
[123] geneediting
[76] eha2022
[65] biotech
[59] genomeediting
[49] genetics
[46] dna
[39] technology
[39] ai
[36] metabolism



Top Hashtags in Tweet in G1:
[100] crispr
[15] geneediting
[14] science
[14] genetics
[11] news
[8] genetherapy
[7] technology
[6] tech
[5] gene
[5] dna

Top Hashtags in Tweet in G2:
[222] crispr
[69] eha2022
[66] geneediting
[53] biotech
[32] transfusion
[30] ai
[23] hiv
[18] ipsc
[17] ml
[17] tpd

Top Hashtags in Tweet in G3:
[18] innate_immunity
[18] virology
[18] interferonopathy
[18] samhd1
[9] crispr
[5] genomeediting
[5] singlecell
[2] sciencejobs
[1] rnasequencing
[1] rnas

Top Hashtags in Tweet in G4:
[116] crispr
[13] isscr2022
[10] geneediting
[10] genome
[10] engineering
[7] climatechange
[7] crispr2022
[5] research
[4] carboncapture
[4] synbio

Top Hashtags in Tweet in G5:
[2] darpaprepare
[1] darpadiffuse
[1] darpadetect

Top Hashtags in Tweet in G6:
[21] crispr
[11] cibss
[11] biorxiv
[10] crispr2022
[7] hiri
[3] neuralnetworks
[3] boston
[3] phage
[2] microbiome
[2] crispr2023

Top Hashtags in Tweet in G7:
[14] crispr
[13] genedrive
[3] greatreset
[2] gmo
[2] luciferase
[2] quantumdots
[2] nanotechnology
[2] lordoftheflies
[2] agenda2030
[1] populationcontrol

Top Hashtags in Tweet in G8:
[39] crispr
[19] geneediting
[9] plantsci
[7] genomeediting
[7] scicomm
[7] agricultural
[7] technology
[4] eshg2022
[3] abiotic
[3] ttasindia

Top Hashtags in Tweet in G9:
[4] gaming
[4] gamer
[3] decentraland
[3] showyourlove
[2] videogames
[2] nintendo
[2] supermariobros
[2] trending
[2] virtualreality
[2] fortnite

Top Hashtags in Tweet in G10:
[28] crispr
[3] genomeediting
[2] genedrive
[1] plantbreeding
[1] sdg12
[1] sw_insiders
[1] biotechnology
[1] letstalkbreeding
[1] bio
[1] tech

Top Words
Top Words in Tweet in Entire Graph:
[3976] crispr
[1240] gene
[995] editing
[952] #crispr
[626] cell
[612] know
[596] re
[589] ai
[577] please
[570] computational

Top Words in Tweet in G1:
[745] crispr
[235] gene
[124] editing
[114] human
[104] cas9
[100] #crispr
[86] function
[79] based
[76] more
[73] scientists

Top Words in Tweet in G2:
[564] crispr
[249] gene
[239] editing
[221] #crispr
[192] cell
[185] patients
[156] sickle
[156] disease
[129] 31
[128] functional

Top Words in Tweet in G3:
[534] computational
[534] biologist
[531] esp
[526] ai
[526] omics
[525] florianmerkle
[525] re
[525] hiring
[525] please
[525] reach

Top Words in Tweet in G4:
[236] crispr
[193] carbon
[115] #crispr
[105] more
[101] capture
[98] research
[97] crops
[89] jennifer
[84] plants
[82] gene

Top Words in Tweet in G5:
[169] threats
[164] crispr
[110] kathmlee1
[92] bioweapons
[92] serious
[90] those
[84] cas
[82] take
[80] hear
[79] adversaries

Top Words in Tweet in G6:
[216] crispr
[66] martinjinek
[59] genome
[58] rna
[45] lab
[43] study
[42] available
[39] editors
[39] systems
[39] thanks

Top Words in Tweet in G7:
[20] crispr
[16] hypnolysis
[14] #crispr
[13] #genedrive
[13] change
[13] until
[12] based
[12] spread
[12] relentlessly
[12] single

Top Words in Tweet in G8:
[100] crispr
[54] cas9
[44] dna
[43] editing
[41] gene
[39] #crispr
[36] goehensel
[35] abioticstress
[32] plants
[29] using

Top Words in Tweet in G9:
[20] crispr_art
[10] love
[9] mrrobzd
[7] opaaq0
[6] nft_1world
[6] srjhaidze
[6] artreyou1
[5] junkieburgersc
[5] channel
[5] crispr

Top Words in Tweet in G10:
[121] crispr
[69] gene
[67] human
[64] based
[63] crispr_news
[63] function
[62] map
[62] ties
[49] patients
[40] sickle

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[572] gene,editing
[562] computational,biologist
[549] biologist,esp
[549] esp,ai
[549] ai,omics
[548] re,hiring
[548] hiring,please
[548] please,reach
[548] reach,know
[548] know,someone

Top Word Pairs in Tweet in G1:
[99] crispr,cas9
[84] gene,editing
[77] human,gene
[77] gene,function
[57] crispr,based
[53] based,map
[52] map,ties
[52] ties,human
[50] crispr,therapeutics
[30] crispr,trial

Top Word Pairs in Tweet in G2:
[157] gene,editing
[156] sickle,cell
[145] cell,disease
[119] crispr,gene
[112] 31,patients
[111] cure,sickle
[110] wow,functional
[110] functional,cure
[109] disease,crispr
[109] editing,31

Top Word Pairs in Tweet in G3:
[534] computational,biologist
[526] biologist,esp
[526] esp,ai
[526] ai,omics
[525] re,hiring
[525] hiring,please
[525] please,reach
[525] reach,know
[525] know,someone
[525] someone,intersted

Top Word Pairs in Tweet in G4:
[93] more,carbon
[70] capture,more
[67] jennifer,doudna's
[54] gene,editing
[44] research,jennifer
[39] pioneer,capture
[38] carbon,crops
[37] aims,create
[37] carbon,hungry
[36] crispr,pioneer

Top Word Pairs in Tweet in G5:
[83] crispr,cas
[79] hear,threats
[79] threats,adversaries
[79] adversaries,creating
[79] creating,bioweapons
[79] bioweapons,crispr
[79] cas,take
[79] take,those
[79] those,threats
[79] threats,serious

Top Word Pairs in Tweet in G6:
[42] study,crispr
[39] crispr,genome
[38] jinek,lab
[38] lab,uzh_en
[38] uzh_en,phd
[38] phd,positions
[38] positions,available
[38] available,study
[38] genome,editors
[38] editors,rna

Top Word Pairs in Tweet in G7:
[12] #crispr,based
[12] based,#genedrive
[12] #genedrive,spread
[12] spread,change
[12] change,relentlessly
[12] relentlessly,until
[12] until,single
[12] single,individual
[12] individual,population
[11] hypnolysis,#crispr

Top Word Pairs in Tweet in G8:
[54] crispr,cas9
[26] epigenetic,features
[26] features,drastically
[26] drastically,impact
[26] impact,crispr
[26] cas9,efficacy
[26] efficacy,plants
[26] plants,trevor
[26] trevor,weiss
[26] weiss,peter

Top Word Pairs in Tweet in G9:
[5] channel,crispr
[5] crispr,gaming
[5] crispr_art,sixtyninedcl
[4] #gaming,#gamer
[4] giveaway,giving
[4] giving,away
[4] opaaq0,artreyou1
[3] friends,please
[3] please,subscribe
[3] subscribe,youtube

Top Word Pairs in Tweet in G10:
[64] crispr,based
[62] based,map
[62] map,ties
[62] ties,human
[62] human,gene
[62] gene,function
[61] crispr_news,crispr
[40] sickle,cell
[27] genome,editing
[20] 31,sickle

Top Replied-To
Top Replied-To in Entire Graph:
@9fpxrnytapnsuub
@_crispr_
@cons_tranquil
@crispr_gndm
@mirwijn
@elonmusk
@biotech2k1
@gmofreeusa
@stfuavan

Top Replied-To in G2:
@elonmusk
@biotech2k1
@glennheller1
@geneinvesting
@bradloncar
@crisprsam
@lecjpok
@a_may_md
@skathire
@whiteheadinst

Top Replied-To in G3:
@ribosome_asmbly
@neilturkewitz
@florianmerkle
@jshendure

Top Replied-To in G4:
@weaverlyclee
@breharuno
@chanzuckerberg

Top Replied-To in G5:
@kathmlee1
@namhrn
@tinkeringhalo2
@janiesaysyay
@stephanieseneff
@medic4allhuman
@watchchad
@caseymd_peds
@jikkyleaks
@murphieturphie

Top Replied-To in G6:
@labconti
@jsathukoralage
@crisprcas10
@ben_a_adler
@jackson_lab_usu
@zhangf

Top Replied-To in G7:
@enn_nafnlaus
@tavi_chocochip
@et_sharing
@disclosureuap
@birb_k
@kathy4truth
@bobconn2
@terrymc85641986
@bfg1963
@blacktomthepir8

Top Replied-To in G8:
@goehensel
@crispr_lucas
@talkingbiotech
@ceplas_1
@kevinfolta
@scicommclub
@thorstenlangner
@ttasindia
@rodrigoordonez
@docgerardo

Top Replied-To in G9:
@mrrobzd
@nft_1world
@crispr_art
@hustlemillenial
@nyc_nft_now
@srjhaidze
@stoik_eth
@nftcubex
@yanickjannotti
@famous_dyl

Top Replied-To in G10:
@crispr_news

Top Mentioned
Top Mentioned in Entire Graph:
@florianmerkle
@solobucketpond
@skathire
@kathmlee1
@naturebiotech
@erictopol
@martinjinek
@crispr_news
@newscientist
@eha_hematology

Top Mentioned in G1:
@wifeyuniversity
@cmencke
@thepostsynaptic
@ivbaoshi
@agronewscyl
@stigmabasen
@vectorofbasis
@gfleao
@lijpje

Top Mentioned in G2:
@skathire
@naturebiotech
@eha_hematology
@josudelafuente
@crisprtx
@whiteheadinst
@yaireinhorn
@kuwaiti_dr
@biotech2k1
@vertexpharma

Top Mentioned in G3:
@florianmerkle
@konig_lab
@chatwithchauke
@rnaseqblog
@mjflepage
@naturebiotech
@wef
@mit
@jshendure
@lea_starita

Top Mentioned in G4:
@igisci
@techreview
@doudna_lab
@jtemple
@synthego
@ucberkeley
@danielnorero
@urnovfyodor
@bramsonboudreau
@bioticstress

Top Mentioned in G5:
@kathmlee1
@caseymd_peds
@stoptechnocracy
@tinkeringhalo2
@p_mcculloughmd
@foxnews
@jikkyleaks
@logic_sage
@luisalozocon
@misterchambo

Top Mentioned in G6:
@martinjinek
@crispr2022
@uzh_en
@beisellab
@ceronlab
@jpkbravo
@sobetzkolab
@davidwtaylorjr
@macerwan
@wolters_rebecca

Top Mentioned in G7:
@hypnolysis
@disclosureuap
@dreahumphrey
@incrementallog1
@bulldogmama1
@melissa41088067
@michaelpbreton
@realandyleeshow
@et_sharing

Top Mentioned in G8:
@abioticstress
@goehensel
@pete_crisp
@plantphys
@cost_planted
@molnar_lab
@hhu_de
@newphyt
@geneticliteracy
@lekshmysnair

Top Mentioned in G9:
@crispr_art
@opaaq0
@artreyou1
@mrrobzd
@sixtyninedcl
@srjhaidze
@iamckbubbles
@junkieburgersc
@kingmizomadeit
@penguinfightnft

Top Mentioned in G10:
@crispr_news
@adeangelis_bio
@gideongil
@statnews
@elementolab
@darpa
@adamfeuerstein
@very_0wn
@crisprinvestors

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@sectest9
@alerttrade
@m_m1941
@jurylady5
@zyitegadgets
@matiere
@collegemenfess
@jacekwierzbicki
@cybersecurityn8

Top Tweeters in G1:
@alerttrade
@zyitegadgets
@matiere
@collegemenfess
@jacekwierzbicki
@newsfilterio
@marketcurrents
@stigmabasen
@yasu_yasuno_sa
@davidpapp

Top Tweeters in G2:
@cybersecurityn8
@seekingalpha
@jimmyroybloom
@_l17r_
@nvania
@ritayuly
@forbes
@hubbucket
@geologyteacher
@yahoofinance

Top Tweeters in G3:
@_redfrog
@lorena_ep_
@trudygonzales
@bonkers_bee
@epidatageek
@michaelbertakis
@calzole
@stonecoldpillar
@wef
@__tweetinchar__

Top Tweeters in G4:
@lorettabower3
@igi
@lillylyle
@botfemale
@eco1start
@glaciarblue
@syawal
@ayirpelle
@aureliecoudouel
@gecko39

Top Tweeters in G5:
@elalam_vnz
@foxnews
@jackiemccaffrey
@graydaygamer
@dianabardsley
@misterchambo
@aegisbridge
@rinorooter
@3dancingmaidens
@drils

Top Tweeters in G6:
@opensource_orgs
@blkhwk0ps
@biorxivpreprint
@mendozaleon
@johnkenten
@2njoymore
@arthurcaplan
@researchgermany
@dutchscientist
@jeffryhouse

Top Tweeters in G7:
@ezralevant
@joe_warmington
@oann
@jackposobiec
@backtolife_2022
@eugene_scott
@go_show95
@rupasubramanya
@michaelpbreton
@ggreenwald

Top Tweeters in G8:
@eloycam2012
@radiosaltaam840
@b0tsci
@scicommbot
@daliakhojely
@_atanas_
@ezogitsune
@xxy07255392
@kamounlab
@kevinfolta

Top Tweeters in G9:
@regamertron
@adriieenneee
@nftcubex
@rockstargamesup
@killianmoore_
@famous_dyl
@junkie
@nebiiliyin
@spacelabnft
@finchmuted

Top Tweeters in G10:
@spanishcountry
@darylmox
@annaanthro
@hbdchick
@philosophylinks
@atlantaroad
@erinescence
@kkoix
@___ladydean
@palmarine128


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.