personalizedmedicine, Twitter, 4/15/2022 6:26:23 PM, 274822


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personalizedmedicine_2022-04-14_19-43-00.xlsx
personalizedmedicine_2022-04-14_19-43-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 15, 2022
Short Description:
personalizedmedicine via NodeXL https://bit.ly/3JPvkLI
@precisionmedbot
@insightrx
@hephaistos_ai
@rafael52987
@journalofnucmed
@dhpsp
@this0499154500
@permedcoalition
@medstudent_bot
@precisiondiagn4

Top hashtags:
#personalizedmedicine
#digitalhealth
#datascience

Description:
Description
The graph represents a network of 1,385 Twitter users whose tweets in the requested range contained "personalizedmedicine", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 15 April 2022 at 02:45 UTC.

The requested start date was Friday, 15 April 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 102-day, 17-hour, 30-minute period from Saturday, 01 January 2022 at 03:44 UTC to Wednesday, 13 April 2022 at 21:15 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 : 1385
Unique Edges : 1158
Edges With Duplicates : 3861
Total Edges : 5019
Number of Edge Types : 5
Mentions : 866
Retweet : 1275
MentionsInRetweet : 2307
Replies to : 42
Tweet : 529
Self-Loops : 565
Reciprocated Vertex Pair Ratio : 0.0470647773279352
Reciprocated Edge Ratio : 0.0898985016916385
Connected Components : 203
Single-Vertex Connected Components : 87
Maximum Vertices in a Connected Component : 811
Maximum Edges in a Connected Component : 4099
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.337866
Graph Density : 0.00107938064731537
Modularity : 0.377036
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,385 Twitter users whose tweets in the requested range contained "personalizedmedicine", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 15 April 2022 at 02:45 UTC.

The requested start date was Friday, 15 April 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 102-day, 17-hour, 30-minute period from Saturday, 01 January 2022 at 03:44 UTC to Wednesday, 13 April 2022 at 21:15 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 : personalizedmedicine
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:
[58] https://medicaltransformationcenter.com/personalized-medicine/
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272877
[14] https://www.marketsandmarkets.com/Market-Reports/single-cell-analysis-market-171955254.html
[11] https://www.pmedcast.com/2022/02/02/episode037-making-personalized-medicine-available-to-every-patient-with-christopher-wells/
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274089
[9] https://bioeng2022.helmholtz-muenchen.de
[8] https://www.belewdrugs.com/belews-news
[7] https://www.ukri.org/news/uk-biobank-sequences-whole-genomes-of-200000-participants/
[6] https://genomed4all.eu/about/?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[6] https://medisapiens.com/articles/why-curating-phenotypic-data-is-crucial-to-advancing-genomic-medicine/

Top URLs in Tweet in G1:
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272877
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274089
[5] https://medcitynews.com/2022/03/digital-tech-for-mental-care-grows-as-way-to-help-patients-navigate-health-deserts/
[2] https://www.personalizemymedicine.com/2021/11/01/huntingtons-disease-prevention-and-current-innovations-in-treatment/
[2] https://www.marketsandmarkets.com/Market-Reports/single-cell-analysis-market-171955254.html
[2] https://www.drugdiscoverytrends.com/the-role-of-the-democratized-research-network-in-optimizing-precision-dosing/
[2] https://medium.com/@drpravinbadhe/personalized-medicine-9938b497e1ad
[1] https://pubmed.ncbi.nlm.nih.gov/32638548/
[1] https://twitter.com/rafael52987/status/1502982272152133633
[1] https://twitter.com/rafael52987/status/1495385786300219396

Top URLs in Tweet in G2:
[58] https://medicaltransformationcenter.com/personalized-medicine/
[12] https://www.marketsandmarkets.com/Market-Reports/single-cell-analysis-market-171955254.html
[8] https://www.belewdrugs.com/belews-news
[6] https://medisapiens.com/articles/why-curating-phenotypic-data-is-crucial-to-advancing-genomic-medicine/
[4] https://www.hartwigmedicalfoundation.nl/en/database/
[4] https://event.on24.com/wcc/r/3615147/520A0A78EFAC216B07E6940BBA91B3A6
[4] https://www.news-medical.net/news/20220403/Human-genome-sequenced-in-its-entirety-for-the-first-time.aspx
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41397-022-00266-8
[3] https://www.researchgate.net/publication/348974797_Value_and_Unmet_Needs_in_Non-Invasive_Human_Papillomavirus_HPV_Testing_for_Oropharyngeal_Cancer?_iepl%5BgeneralViewId%5D=6EsZSiHW4D52RMf3lcrgqZyae5uJvVgmVET0&_iepl%5Bcontexts%5D%5B0%5D=searchReact&_iepl%5BviewId%5D=S2Oca5urgwCDzH336MOdfNECfgVub1OXH1jo&_iepl%5BsearchType%5D=publication&_iepl%5Bdata%5D%5BcountLessEqual20%5D=1&_iepl%5Bdata%5D%5BinteractedWithPosition1%5D=1&_iepl%5Bdata%5D%5BwithoutEnrichment%5D=1&_iepl%5Bposition%5D=1&_iepl%5BrgKey%5D=PB%3A348974797&_iepl%5BtargetEntityId%5D=PB%3A348974797&_iepl%5BinteractionType%5D=publicationTitle
[3] https://www.marketsandmarkets.com/Market-Reports/cell-culture-media-market-97468536.html

Top URLs in Tweet in G3:
[3] https://pgenetic.com/is-personalized-medicine-for-you/
[2] https://www.healthcareitnews.com/news/cios-5-year-plans-precision-medicine-and-emerging-technologies
[2] https://www.worldpharmanews.com/research/5942-with-personalized-medicine-a-shelved-cancer-drug-could-get-another-shot
[2] https://phys.org/news/2022-03-scientists-genetic-sequencing.html
[1] https://www.nejm.org/doi/full/10.1056/NEJMoa2111749?query=featured_home
[1] https://www.brookings.edu/?post_type=research&p=1547007
[1] https://www.pharmaexcipients.com/3d-printing/chronic-diseases/
[1] https://www.linkedin.com/slink?code=gD8YQ9WJ
[1] https://www.linkedin.com/slink?code=e79yh8nC
[1] https://twitter.com/EricTopol/status/1481393572393877505

Top URLs in Tweet in G4:
[1] https://www.forbes.com/sites/bernardmarr/2022/01/10/the-five-biggest-healthcare-tech-trends-in-2022/?sh=77fc954054d0

Top URLs in Tweet in G5:
[10] https://www.pmedcast.com/2022/02/02/episode037-making-personalized-medicine-available-to-every-patient-with-christopher-wells/
[3] https://www.pmedcast.com/2022/01/12/episode036-sepsis-ngs-with-philip-stevens/
[2] https://www.pmedcast.com/2022/02/23/episode-038-unleashing-the-full-power-of-car-t-cells-with-dr-eric-von-hofe/
[2] https://ccforum.biomedcentral.com/articles/10.1186/s13054-021-03822-z
[1] https://podcasts.apple.com/podcast/ep-040-eliminating-cancer-using-invariant-natural-killer/id1488321814?i=1000556544656
[1] https://cutt.ly/wP4H5Qq
[1] https://www.pmedcast.com/2021/12/15/episode034-reversing-aging-with-daniel-oliver/
[1] https://podcasts.apple.com/podcast/ep-028-applying-laser-physics-to-enable-personalized/id1488321814?i=1000529573622
[1] https://twitter.com/nabsicle/status/1485965779048837120
[1] http://www.personalizedmedicineconference.org/

Top URLs in Tweet in G6:
[2] https://doi.org/10.2967/jnumed.122.263989
[1] http://s3.amazonaws.com/rdcms-snmmi/files/production/public/FileDownloads/Pathways-February-2022.pdf
[1] http://www.snmmi.org/NewsPublications/NewsDetail.aspx?ItemNumber=39568
[1] https://doi.org/10.2967/jnumed.121.263262
[1] https://doi.org/10.2967/jnumed.121.263561
[1] https://doi.org/10.2967/jnumed.121.262239
[1] https://doi.org/10.2967/jnumed.121.263618
[1] https://doi.org/10.2967/jnumed.121.263758
[1] https://therapy.snmmi.org/SNMMI-THERAPY/2022_Therapeutics_Conference_/SNMMI-THERAPY/2021_Therapeutics_Conference_Pages/2021_Therapeutics_Conference.aspx?hkey=d088077c-bbff-4de6-98ad-8e0c83f78630
[1] https://jamanetwork.com/journals/jamaoncology/fullarticle/2789165

Top URLs in Tweet in G7:
[6] https://www.ukri.org/news/uk-biobank-sequences-whole-genomes-of-200000-participants/
[1] https://www.genengnews.com/commentary/point-of-view/could-biobanks-be-the-new-frontier-for-digital-health-research/
[1] https://ondri.ca/handds-inquiries/handds-ont-core-study-protocol/

Top URLs in Tweet in G8:
[1] https://academic.oup.com/cardiovascres/article/118/4/988/6178788
[1] https://academic.oup.com/cardiovascres/article/117/14/2742/6174689

Top URLs in Tweet in G9:
[6] https://hgserver1.amc.nl:443/
[5] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=http%3A%2F%2Flink.springer.com%2Fbook%2F10.1007%2F978-3-030-93056-1
[3] https://www.xcdsystem.com/uscap/store/index.cfm?ID=fCNrcuH
[2] https://www.prnewswire.com/news-releases/genome-editinggenome-engineering-market-worth-11-7-billion-by-2026--exclusive-report-by-marketsandmarkets-301428916.html
[1] https://www.festivalofgenomics.com/day1
[1] https://www.bcplatforms.com/bc-platforms-adds-japans-mitsubishi-space-software-to-its-global-data-network/?utm_content=198500616&utm_medium=social&utm_source=twitter&hss_channel=tw-2348499854
[1] https://youtu.be/Ku_5ukWG_2M?utm_content=198276517&utm_medium=social&utm_source=twitter&hss_channel=tw-2348499854
[1] https://pubmed.ncbi.nlm.nih.gov/35005036/
[1] https://www.marketsandmarkets.com/Market-Reports/pharmaceutical-life-science-analytic-market-174990653.html
[1] https://www.prnewswire.com/news-releases/in-vitro-toxicology-testing-market-worth-14-9-billion-by-2025--exclusive-report-by-marketsandmarkets-301120259.html

Top URLs in Tweet in G10:
[2] https://lsc-pagepro.mydigitalpublication.com/publication/?m=67409&i=737233&p=18&ver=html5&utm_content=198169911&utm_medium=social&utm_source=twitter&hss_channel=tw-1240331875421491201
[2] https://precision-medicine.magnusconferences.com/register
[1] https://bioivt.com/biofluids-blood-derived?utm_content=201751626&utm_medium=social&utm_source=twitter&hss_channel=tw-2633616379
[1] https://info.bioivt.com/ai-solutions?utm_content=200558660&utm_medium=social&utm_source=twitter&hss_channel=tw-2633616379
[1] https://info.bioivt.com/ds-biofluids-inventory?utm_content=200983954&utm_medium=social&utm_source=twitter&hss_channel=tw-2633616379
[1] https://www.techment.com/technology-trend-2021-artificial-intelligence-a-necessity-in-healthcare/
[1] https://www.drugdiscoverytrends.com/the-role-of-the-democratized-research-network-in-optimizing-precision-dosing/
[1] https://www.onclive.com/view/investigators-tackle-the-untapped-potential-of-personalized-medicine
[1] https://healthitanalytics.com/news/limiting-bias-in-artificial-intelligence-tools-personalized-medicine
[1] https://www.meddeviceonline.com/doc/ways-to-rethink-regulatory-change-in-personalized-medicine-0001

Top Domains
Top Domains in Tweet in Entire Graph:
[188] twitter.com
[58] medicaltransformationcenter.com
[29] marketsandmarkets.com
[25] nodexlgraphgallery.org
[18] genomsys.com
[17] linkedin.com
[17] pmedcast.com
[13] nih.gov
[13] doi.org
[11] youtube.com

Top Domains in Tweet in G1:
[138] twitter.com
[25] nodexlgraphgallery.org
[8] personalizemymedicine.com
[5] medcitynews.com
[3] 3ds.com
[3] marketsandmarkets.com
[3] pharmacytimes.com
[3] linkedin.com
[2] managedhealthcareexecutive.com
[2] drugdiscoverytrends.com

Top Domains in Tweet in G2:
[58] medicaltransformationcenter.com
[24] marketsandmarkets.com
[18] genomsys.com
[16] twitter.com
[8] belewdrugs.com
[6] medisapiens.com
[5] healthcareitnews.com
[4] nature.com
[4] linkedin.com
[4] oncoact.nl

Top Domains in Tweet in G3:
[9] twitter.com
[5] linkedin.com
[4] clinicallabmanager.com
[3] pgenetic.com
[2] nejm.org
[2] yahoo.com
[2] healthcareitnews.com
[2] worldpharmanews.com
[2] grandviewresearch.com
[2] phys.org

Top Domains in Tweet in G4:
[1] forbes.com

Top Domains in Tweet in G5:
[16] pmedcast.com
[4] twitter.com
[4] informz.net
[4] pnas.org
[3] doi.org
[2] apple.com
[2] personalizedmedicinecoalition.org
[2] biomedcentral.com
[2] nih.gov
[1] cutt.ly

Top Domains in Tweet in G6:
[7] doi.org
[2] snmmi.org
[1] amazonaws.com
[1] jamanetwork.com

Top Domains in Tweet in G7:
[6] ukri.org
[1] genengnews.com
[1] ondri.ca

Top Domains in Tweet in G8:
[2] oup.com

Top Domains in Tweet in G9:
[6] amc.nl
[5] springer.com
[3] xcdsystem.com
[3] prnewswire.com
[2] marketsandmarkets.com
[1] festivalofgenomics.com
[1] bcplatforms.com
[1] youtu.be
[1] nih.gov
[1] mirror.xyz

Top Domains in Tweet in G10:
[3] bioivt.com
[2] mydigitalpublication.com
[2] magnusconferences.com
[1] techment.com
[1] drugdiscoverytrends.com
[1] onclive.com
[1] healthitanalytics.com
[1] meddeviceonline.com
[1] jpost.com
[1] selectscience.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1228] personalizedmedicine
[344] digitalhealth
[258] datascience
[227] precisionmedicine
[220] patientsafety
[198] publichealth
[182] healthcare
[169] ai
[148] colombia
[146] ecuador



Top Hashtags in Tweet in G1:
[356] personalizedmedicine
[286] digitalhealth
[241] datascience
[209] patientsafety
[189] publichealth
[141] colombia
[139] ecuador
[136] peru
[120] bolivia
[111] venezuela

Top Hashtags in Tweet in G2:
[222] personalizedmedicine
[31] precisionmedicine
[30] genomics
[29] healthcare
[27] research
[20] dna
[17] transformlouisville
[15] compounding
[14] biotechnology
[14] genomsys

Top Hashtags in Tweet in G3:
[100] personalizedmedicine
[15] precisionmedicine
[10] healthcare
[8] health
[6] medicine
[6] genomics
[6] digitalhealth
[6] diagnostics
[5] cancer
[5] genetics

Top Hashtags in Tweet in G4:
[72] ai
[50] augmentedreality
[50] quantumcomputing
[45] personalizedmedicine
[38] influence
[38] precisionmedicine
[38] healthtech
[38] medtech
[22] telemedicine
[20] mhealth

Top Hashtags in Tweet in G5:
[64] personalizedmedicine
[12] precisionmedicine
[7] geneticdiversity
[6] race
[5] antibioticresistance
[4] cancer
[4] patients
[4] education
[4] sepsis
[4] geneticancestry

Top Hashtags in Tweet in G6:
[11] personalizedmedicine
[3] nuclearmedicine
[3] nucmed
[3] prostatecancer
[2] petimaging
[2] petct
[1] precisiononcology
[1] snmmi
[1] machinelearning
[1] myocardialinfarction

Top Hashtags in Tweet in G7:
[40] dementia
[39] personalizedmedicine
[7] biobank
[2] research
[2] medicine
[2] healthcare
[1] alzheimers
[1] biobanks
[1] genome
[1] genetics

Top Hashtags in Tweet in G8:
[26] research
[10] clinical
[10] angiogenesis
[2] personalizedmedicine
[2] cardiovascularresearch
[1] sexdifferences
[1] hf
[1] stroke
[1] cancer
[1] cvd

Top Hashtags in Tweet in G9:
[23] personalizedmedicine
[9] fog2022
[9] drugdiscovery
[8] genomics
[6] ai
[6] precisionmedicine
[6] drugdevelopment
[5] bioinformatics
[5] health
[4] medicine

Top Hashtags in Tweet in G10:
[17] personalizedmedicine
[6] artificialintelligence
[3] precisionmed2022
[3] genomic
[2] technology
[2] healthcare
[2] ai
[2] rwd
[2] rwe
[2] digitalmedicine

Top Words
Top Words in Tweet in Entire Graph:
[1228] #personalizedmedicine
[344] #digitalhealth
[258] #datascience
[243] rafael52987
[227] #precisionmedicine
[220] #patientsafety
[198] #publichealth
[188] more
[182] #healthcare
[169] #ai

Top Words in Tweet in G1:
[356] #personalizedmedicine
[286] #digitalhealth
[241] #datascience
[224] rafael52987
[209] #patientsafety
[189] #publichealth
[141] #colombia
[139] #ecuador
[136] #peru
[120] #bolivia

Top Words in Tweet in G2:
[222] #personalizedmedicine
[74] more
[55] find
[49] call
[45] genomsys
[42] today
[32] 2022
[31] #precisionmedicine
[30] #genomics
[30] read

Top Words in Tweet in G3:
[100] #personalizedmedicine
[27] personalized
[20] medicine
[15] #precisionmedicine
[10] patients
[10] based
[10] #healthcare
[9] healthcare
[8] health
[8] #health

Top Words in Tweet in G4:
[76] kred
[72] #ai
[50] #augmentedreality
[50] #quantumcomputing
[48] tech
[46] wef
[46] world
[45] #personalizedmedicine
[45] 10
[45] innovative

Top Words in Tweet in G5:
[64] #personalizedmedicine
[29] permedcoalition
[22] clinical
[21] pmedcast
[20] personalized
[17] episode
[16] medicine
[15] wells
[13] more
[13] public

Top Words in Tweet in G6:
[65] journalofnucmed
[34] treatment
[34] psma
[25] therapy
[24] 617
[24] administered
[24] immediately
[24] following
[24] androgen
[24] deprivation

Top Words in Tweet in G7:
[40] #dementia
[39] #personalizedmedicine
[36] please
[36] re
[36] tweet
[36] terrific
[36] infographic
[36] exploring
[36] image
[36] 3spirituknz

Top Words in Tweet in G8:
[36] choice
[36] review
[36] including
[34] cvr_tomaszguzik
[26] editor
[26] state
[26] art
[26] organ
[26] chip
[26] technology

Top Words in Tweet in G9:
[23] #personalizedmedicine
[12] data
[10] genomics
[9] great
[9] festival
[9] biodata
[9] #fog2022
[9] potential
[9] #drugdiscovery
[8] #genomics

Top Words in Tweet in G10:
[17] #personalizedmedicine
[17] data
[14] medicine
[12] geraldfinken
[10] precision
[8] gap
[7] bioivt
[7] intelligence
[7] between
[6] need

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[228] #digitalhealth,#personalizedmedicine
[214] #personalizedmedicine,#patientsafety
[186] #publichealth,#datascience
[170] #datascience,#digitalhealth
[146] #colombia,#ecuador
[143] #ecuador,#peru
[124] #peru,#bolivia
[115] #bolivia,#venezuela
[113] #venezuela,#chile
[112] #patientsafety,sciencecommuni2

Top Word Pairs in Tweet in G1:
[216] #digitalhealth,#personalizedmedicine
[205] #personalizedmedicine,#patientsafety
[178] #publichealth,#datascience
[164] #datascience,#digitalhealth
[139] #colombia,#ecuador
[136] #ecuador,#peru
[120] #peru,#bolivia
[111] #bolivia,#venezuela
[109] #venezuela,#chile
[107] #patientsafety,sciencecommuni2

Top Word Pairs in Tweet in G2:
[37] #personalizedmedicine,call
[26] read,more
[23] visit,website
[21] find,more
[18] single,cell
[18] call,today
[17] personalized,medicine
[17] #personalizedmedicine,#precisionmedicine
[16] genomsys,shares
[15] 2021,recap

Top Word Pairs in Tweet in G3:
[16] personalized,medicine
[4] learn,more
[3] predicine,welcomes
[3] global,predicine
[3] predicine,family
[3] family,#diagnostics
[3] #diagnostics,#healthcare
[3] #cancerawareness,#personalizedmedicine
[3] #genomics,#personalizedmedicine
[3] #ad,#personalizedmedicine

Top Word Pairs in Tweet in G4:
[50] #augmentedreality,#ai
[50] #ai,#quantumcomputing
[45] 10,innovative
[45] innovative,tech
[45] tech,change
[45] change,world
[45] world,wef
[45] wef,#augmentedreality
[42] yuhelenyu,10
[42] #quantumcomputing,#personalizedmedici

Top Word Pairs in Tweet in G5:
[14] personalized,medicine
[12] opinion,piece
[9] chris,wells
[9] pnasnews,opinion
[9] clinical,research
[9] research,studies
[8] need,include
[8] include,more
[8] more,individuals
[7] ceo,co

Top Word Pairs in Tweet in G6:
[24] psma,617
[24] 617,administered
[24] administered,immediately
[24] immediately,following
[24] following,androgen
[24] androgen,deprivation
[24] deprivation,therapy
[24] therapy,highly
[24] highly,effective
[23] journalofnucmed,treatment

Top Word Pairs in Tweet in G7:
[36] please,re
[36] re,tweet
[36] tweet,terrific
[36] terrific,infographic
[36] infographic,exploring
[36] exploring,#personalizedmedicine
[36] #personalizedmedicine,#dementia
[36] #dementia,image
[36] image,3spirituknz
[35] lead_coalition,please

Top Word Pairs in Tweet in G8:
[26] editor,choice
[26] choice,state
[26] state,art
[26] art,review
[26] review,organ
[26] organ,chip
[26] chip,technology
[26] technology,including
[26] including,latest
[26] latest,#research

Top Word Pairs in Tweet in G9:
[9] festival,genomics
[9] genomics,biodata
[9] biodata,#fog2022
[7] full,potential
[6] great,start
[6] start,festival
[6] #fog2022,r2
[6] r2,platform
[6] platform,co
[6] co,zbd1i6lyzg

Top Word Pairs in Tweet in G10:
[7] precision,medicine
[6] artificial,intelligence
[5] featured,inside
[5] inside,precision
[5] medicine,world
[5] world,data
[5] data,ai
[5] ai,bridging
[5] bridging,gap
[5] gap,population

Top Replied-To
Top Replied-To in Entire Graph:
@publichealthbot
@livescience_t
@kargerhcp
@cnnradiolaplata
@docpino2
@mauriciojaramil
@drnirlipsman
@jeffreyshaman
@_atanas_
@pmm_2022

Top Replied-To in G1:
@publichealthbot
@livescience_t
@kargerhcp
@cnnradiolaplata
@dhpsp
@_inpst
@stefaniaarciell
@_atanas_
@mauriciojaramil
@docpino2

Top Replied-To in G2:
@rtlnieuws
@vanallenlab
@sciencemagazine
@icpermed

Top Mentioned
Top Mentioned in Entire Graph:
@rafael52987
@sciencecommuni2
@publichealthbot
@_inpst
@insightrx
@livescience_t
@stefaniaarciell
@journalofnucmed
@rajeevksingla
@dhpsp

Top Mentioned in G1:
@rafael52987
@sciencecommuni2
@publichealthbot
@_inpst
@insightrx
@livescience_t
@stefaniaarciell
@rajeevksingla
@dhpsp
@harvinder_garg

Top Mentioned in G2:
@genomsys
@hartwigmedical
@rafael52987
@gajanans7
@pmedcast
@sciencemagazine
@abzuai
@sciencecommuni2
@cellworkslife
@nwgmsa

Top Mentioned in G3:
@pharmaexcipient

Top Mentioned in G4:
@wef
@yuhelenyu
@healthtechtalkn
@kred
@eli_krumova
@hitechnectar
@bernardmarr
@genomsys
@iamgiliyar
@wearablesexpert

Top Mentioned in G5:
@permedcoalition
@pmedcast
@pnasnews
@noscendo
@affyimmune
@mink_inkt
@danielcoliver
@rejuvenatebio
@fda
@califf001

Top Mentioned in G6:
@journalofnucmed
@snm_mi
@thomashopemd
@globeseek
@jamaonc
@calaisjeremie

Top Mentioned in G7:
@3spirituknz
@lead_coalition
@garu
@biobankingcom
@ondristudy
@garuth_chalfont

Top Mentioned in G8:
@cvr_tomaszguzik
@esc_journals
@escardio

Top Mentioned in G9:
@r2_microarray
@airamatrix
@gcordovas
@kenchecicki
@samplix
@bcplatforms
@ryan_mresearch
@insightrx
@gajanans7
@amrdavila

Top Mentioned in G10:
@geraldfinken
@bioivt
@om1inc
@inside_pm
@precisionconfer
@ahmedkaram_t
@precisiondiagn4
@insightrx
@drugdiscoverdev

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@hrblock_21
@ejlazar
@thedeveloperbot
@cybersecurityn8
@evankirstel
@morolswediu
@jfsebastian146

Top Tweeters in G1:
@sectest9
@hrblock_21
@thedeveloperbot
@cybersecurityn8
@evankirstel
@morolswediu
@jfsebastian146
@dancas2
@coderretweet
@fabriciosx

Top Tweeters in G2:
@vonrosenchild
@valenciaplaza
@rtlnieuws
@zolpidembot
@dnaed_tech
@skatiq3
@yixuantu1
@odobehave
@singlecellmedia
@familytreetips2

Top Tweeters in G3:
@animesh1977
@fatimacherkasov
@davrola
@tacitwr
@tweetingnn
@jpa
@alanjcard
@uthealth_sbmi
@sid_healthcare
@healthrecord1

Top Tweeters in G4:
@ejlazar
@dataaugmented
@caring_mobile
@botfemale
@yukinari230
@junjudapi
@maperez324
@pythonroboto
@b0tsci
@iottogether

Top Tweeters in G5:
@torontostar
@marciasgreen
@cytosine_37
@statnews
@matthburkhalter
@saubashyasur
@margiesherlock
@peggypippalbon2
@infermiere_line
@us_fda

Top Tweeters in G6:
@clearwaterbk
@palac10s49
@aleneziahmed1
@immunonucmed
@alokdoctor
@jamaonc
@medicalscitech
@drjavallejo
@ankushjaj
@saronita2008

Top Tweeters in G7:
@jilliemary
@mainchannel_
@andrewmorrisuk
@klovesnature
@agitatorsneeded
@dazza70smith
@thompsonb2569
@hydeblizzardbox
@foxyjackiebrown
@mattjorg4543446

Top Tweeters in G8:
@diezmikel_
@cardiomedicos
@escardio
@weloveyouallah1
@haoyin20
@cardioacademic
@alialghobishi
@vascularbiology
@oupmedicine
@tiagopecanha

Top Tweeters in G9:
@artificialbra1n
@education_24x7
@compchembiobot
@gcordovas
@kenchecicki
@bacterialchem
@ryan_mresearch
@gnshealthcare
@springercellbio
@fogenomics

Top Tweeters in G10:
@satyajit1910
@ene3112
@jayeshmthakur
@greeneyedlizzie
@c_ajimahameru52
@rtne_ws
@abriphin
@amandahaddock
@tonythijs
@wisemandriving


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