personalizedmedicine, Twitter, 6/3/2022 5:11:28 AM, 277575


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personalizedmedicine_2022-06-02_19-20-06.xlsx
personalizedmedicine_2022-06-02_19-20-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 03, 2022
Short Description:
personalizedmedicine via NodeXL https://bit.ly/3m86Mo3
@precisionmedbot
@hephaistos_ai
@rafael52987
@journalofnucmed
@insightrx
@dhpsp
@permedcoalition
@pmedcast
@this0499154500
@itn_tipat

Top hashtags:
#personalizedmedicine
#digitalhealth
#datascience
#patientsafety

Description:
Description
The graph represents a network of 1,624 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, 03 June 2022 at 02:22 UTC.

The requested start date was Friday, 03 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 120-day, 12-hour, 33-minute period from Tuesday, 01 February 2022 at 09:08 UTC to Wednesday, 01 June 2022 at 21:41 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 : 1624
Unique Edges : 1460
Edges With Duplicates : 4506
Total Edges : 5966
Number of Edge Types : 5
Mentions : 1084
Tweet : 615
Retweet : 1493
MentionsInRetweet : 2726
Replies to : 48
Self-Loops : 651
Reciprocated Vertex Pair Ratio : 0.0460389879717959
Reciprocated Edge Ratio : 0.0880253766851705
Connected Components : 206
Single-Vertex Connected Components : 91
Maximum Vertices in a Connected Component : 1082
Maximum Edges in a Connected Component : 5103
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.947395
Graph Density : 0.000956842677156273
Modularity : 0.378145
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,624 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, 03 June 2022 at 02:22 UTC.

The requested start date was Friday, 03 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 120-day, 12-hour, 33-minute period from Tuesday, 01 February 2022 at 09:08 UTC to Wednesday, 01 June 2022 at 21:41 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:
[79] https://medicaltransformationcenter.com/personalized-medicine/
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272877
[13] https://rejuve.ai/
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274822
[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
[10] https://www.acc.org/Education-and-Meetings/Meetings/Meeting-Items/2022/01/01/01/03/2022-Cardiovascular-Precision-Medicine?utm_medium=social&utm_source=twitter_post&utm_campaign=precision_med
[9] https://www.visualcapitalist.com/synthetic-biology-3-6-trillion-change-life/
[9] https://bioeng2022.helmholtz-muenchen.de
[8] https://www.marketsandmarkets.com/Market-Reports/single-cell-analysis-market-171955254.html

Top URLs in Tweet in G1:
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272877
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274822
[10] 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
[5] https://medcitynews.com/2022/03/digital-tech-for-mental-care-grows-as-way-to-help-patients-navigate-health-deserts/
[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://www.personalizemymedicine.com/2021/11/01/huntingtons-disease-prevention-and-current-innovations-in-treatment/
[2] https://twitter.com/rafael52987/status/1516048345839640578
[2] https://aipocrates.org/2022/04/24/en-busca-de-la-mejor-herramienta-para-hacer-el-analisis-de-datos/
[2] https://medium.com/@drpravinbadhe/personalized-medicine-9938b497e1ad

Top URLs in Tweet in G2:
[79] https://medicaltransformationcenter.com/personalized-medicine/
[8] https://www.belewdrugs.com/belews-news
[6] https://www.marketsandmarkets.com/Market-Reports/single-cell-analysis-market-171955254.html
[4] https://www.marketsandmarkets.com/Market-Reports/cell-culture-media-market-97468536.html
[4] https://www.alviss.ai/fullpage/4295596/3
[4] https://www.jefferson.edu/PopHealthSpeakerSeries
[4] https://event.on24.com/wcc/r/3615147/520A0A78EFAC216B07E6940BBA91B3A6
[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/asia-pacific-single-cell-analysis-market-257201069.html

Top URLs in Tweet in G3:
[3] https://pgenetic.com/is-personalized-medicine-for-you/
[3] https://www.prescouter.com/2022/05/cellular-reprogramming-personalized-medicine-for-each-patient-and-each-disease/
[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
[2] https://emed.news/new-precision-medicine-tool-discovers-hidden-genetic-connections/
[2] https://www.lek.com/insights/ei/looking-ahead-diagnostics-and-research-tools-key-trends-impacting-industry
[1] https://youtube.com/watch?v=8t-GKVQXZl4&feature=share

[1] https://www.bmj.com/content/370/bmj.m3324
[1] https://www.mdpi.com/journal/applsci/special_issues/3D_bioprinted_tissues
[1] https://www.insideprecisionmedicine.com/topics/oncology/colorectal-cancer/better-biomarker-choice-could-benefit-colorectal-cancer-patients/

Top URLs in Tweet in G4:
[6] https://genomed4all.eu/about/?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[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
[2] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzYxNTMzNw==
[2] https://www.trapelohealth.com/precision-medicine-podcast-liquid-biopsy
[2] https://zoom.us/webinar/register/WN_NLMfJ4J5SBKOoNV_EZmWvg
[2] https://www.brinter.com/press-and-news/bioprinting-webinars/
[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.personalizedmedicinecoalition.org/index.cfm
[1] https://twitter.com/permedcoalition/status/1527735757728718848
[1] https://twitter.com/permedcoalition/status/1527678832311840769

Top URLs in Tweet in G5:
[5] https://www.linkedin.com/company/biogenomics-consulting/
[5] https://www.news-medical.net/news/20220403/Human-genome-sequenced-in-its-entirety-for-the-first-time.aspx
[4] https://medisapiens.com/articles/why-curating-phenotypic-data-is-crucial-to-advancing-genomic-medicine/
[2] https://www.oncoact.nl/
[2] https://twitter.com/ecuppen/status/1493952892805472257
[2] https://oncoact.nl/
[2] https://www.hartwigmedicalfoundation.nl/en/database/
[2] https://www.bdglifesciences.com/workshops-online
[2] https://www.youtube.com/watch?v=YJeAiDUpvy0&feature=youtu.be

[2] https://www.sciencedaily.com/releases/2022/03/220311182514.htm?utm_content=201138540&utm_medium=social&utm_source=twitter&hss_channel=tw-50406555

Top URLs in Tweet in G6:
[3] https://journals.sagepub.com/doi/full/10.1177/09636625221080535
[1] https://www.hitechnectar.com/blogs/digital-twin-technology-healthcare/?utm_source=TW&utm_medium=SM&utm_campaign=SB

Top URLs in Tweet in G7:
[3] https://doi.org/10.2967/jnumed.122.263989
[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
[1] http://s3.amazonaws.com/rdcms-snmmi/files/production/public/FileDownloads/Pathways-February-2022.pdf

Top URLs in Tweet in G8:
[6] https://www.ukri.org/news/uk-biobank-sequences-whole-genomes-of-200000-participants/
[1] https://www.news-medical.net/health/Population-Sequencing-for-Personalized-Medicine.aspx
[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 G9:
[1] http://tipat.eu
[1] https://www.pnas.org/doi/10.1073/pnas.2203033119?utm_source=twitter&utm_medium=social&utm_term=pnasnews&utm_content=46933dd0-a361-4ae6-b590-ff69951c6b3d&utm_campaign=hootsuite
[1] https://www.pnas.org/post/journal-club/personalized-medicine-makes-foray-into-fight-against-antibiotic-resistance?utm_source=twitter&utm_medium=social&utm_term=pnasnews&utm_content=ef439ae8-d955-4ddb-9d15-ebe3bf4ed654&utm_campaign=hootsuite
[1] https://www.pnas.org/doi/10.1073/pnas.2203033119?utm_source=twitter&utm_medium=social&utm_term=pnasnews&utm_content=ab563d37-7cea-4835-8401-2626964ab9cb&utm_campaign=hootsuite
[1] https://www.pnas.org/doi/10.1073/pnas.2203033119?utm_source=twitter&utm_medium=social&utm_term=pnasnews&utm_content=6100f9fd-2af6-4596-b798-0196d9346bb5&utm_campaign=hootsuite
[1] https://www.linkedin.com/posts/tipat_tipat-activity-6927595361314209792-s2LC?utm_source=linkedin_share&utm_medium=android_app
[1] https://twitter.com/PNASNews/status/1503778252992692228
[1] https://www.mdpi.com/2075-4426/12/5/788
[1] https://www.mdpi.com/2075-4426/12/5/749
[1] https://twitter.com/ITN_TIPAT/status/1508435420450852867

Top URLs in Tweet in G10:
[9] https://www.acc.org/Education-and-Meetings/Meetings/Meeting-Items/2022/01/01/01/03/2022-Cardiovascular-Precision-Medicine?utm_medium=social&utm_source=twitter_post&utm_campaign=precision_med
[1] https://genomsys.com/mhealth-healthcare-in-a-mobile-world-iii/?utm_source=Twitter&utm_medium=mHealth+%E2%80%93+Healthcare+in+a+mobile+world+III&utm_campaign=post+63
[1] https://genomsys.com/mhealth-healthcare-in-a-mobile-world/?utm_source=Twitter&utm_medium=mHealth+%E2%80%93+Healthcare+in+a+mobile+world+I&utm_campaign=post+61
[1] https://genomsys.com/mhealth-healthcare-in-a-mobile-world-ii/?utm_source=Twitter&utm_medium=mHealth+%E2%80%93+Healthcare+in+a+mobile+world+II&utm_campaign=post+62
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8401029/
[1] https://www.healthimaging.com/node/215006

Top Domains
Top Domains in Tweet in Entire Graph:
[235] twitter.com
[79] medicaltransformationcenter.com
[37] nodexlgraphgallery.org
[22] marketsandmarkets.com
[20] linkedin.com
[20] youtube.com
[15] news-medical.net
[13] doi.org
[13] rejuve.ai
[13] pmedcast.com

Top Domains in Tweet in G1:
[172] twitter.com
[36] nodexlgraphgallery.org
[12] pmedcast.com
[9] personalizemymedicine.com
[5] medcitynews.com
[3] apple.com
[3] pharmacytimes.com
[2] digitalpatientsafety.com
[2] 3ds.com
[2] aipocrates.org

Top Domains in Tweet in G2:
[79] medicaltransformationcenter.com
[18] marketsandmarkets.com
[11] twitter.com
[8] belewdrugs.com
[5] alviss.ai
[5] healthcareitnews.com
[4] nature.com
[4] linkedin.com
[4] integratedconnects.com
[4] jefferson.edu

Top Domains in Tweet in G3:
[10] twitter.com
[6] clinicallabmanager.com
[4] linkedin.com
[3] pgenetic.com
[3] prescouter.com
[3] smh.re
[2] youtube.com
[2] worldpharmanews.com
[2] grandviewresearch.com
[2] phys.org

Top Domains in Tweet in G4:
[6] genomed4all.eu
[5] twitter.com
[5] personalizedmedicineconference.org
[5] springer.com
[4] personalizedmedicinecoalition.org
[4] informz.net
[3] brinter.com
[3] prnewswire.com
[2] trapelohealth.com
[2] zoom.us

Top Domains in Tweet in G5:
[8] twitter.com
[5] linkedin.com
[5] news-medical.net
[4] oncoact.nl
[4] medisapiens.com
[3] youtube.com
[2] hartwigmedicalfoundation.nl
[2] bdglifesciences.com
[2] sciencedaily.com
[1] marketsandmarkets.com

Top Domains in Tweet in G6:
[3] sagepub.com
[1] hitechnectar.com

Top Domains in Tweet in G7:
[7] doi.org
[1] snmmi.org
[1] jamanetwork.com
[1] amazonaws.com

Top Domains in Tweet in G8:
[6] ukri.org
[1] news-medical.net
[1] genengnews.com
[1] ondri.ca

Top Domains in Tweet in G9:
[4] pnas.org
[2] twitter.com
[2] mdpi.com
[1] tipat.eu
[1] linkedin.com

Top Domains in Tweet in G10:
[9] acc.org
[3] genomsys.com
[1] nih.gov
[1] healthimaging.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1513] personalizedmedicine
[390] digitalhealth
[296] datascience
[265] patientsafety
[248] precisionmedicine
[242] publichealth
[228] healthcare
[193] ai
[185] colombia
[183] ecuador



Top Hashtags in Tweet in G1:
[401] personalizedmedicine
[324] digitalhealth
[272] datascience
[253] patientsafety
[229] publichealth
[178] colombia
[176] ecuador
[173] peru
[150] bolivia
[137] venezuela

Top Hashtags in Tweet in G2:
[330] personalizedmedicine
[30] healthcare
[26] transformlouisville
[24] functionalmedicine
[21] precisionmedicine
[21] research
[20] datascience
[17] digitalhealth
[15] compounding
[15] ai

Top Hashtags in Tweet in G3:
[103] personalizedmedicine
[13] healthcare
[11] precisionmedicine
[9] health
[5] biomarkers
[5] biotech
[5] digitalhealth
[4] medicine
[4] cancer
[4] personalizedhealthcare

Top Hashtags in Tweet in G4:
[97] personalizedmedicine
[31] permedconf
[16] precisionmedicine
[14] pmconf
[12] fh
[11] fishawackhealth
[7] drugdiscovery
[7] genomics
[6] genomed4all
[6] euaiweek

Top Hashtags in Tweet in G5:
[59] personalizedmedicine
[22] genomics
[14] bioinformatics
[12] cancerresearch
[9] innovation
[9] dna
[8] cancergenomics
[7] dnanalysis
[7] proteomics
[7] research

Top Hashtags in Tweet in G6:
[53] ai
[52] augmentedreality
[52] quantumcomputing
[9] personalizedmedicine
[6] healthcare
[5] innovative
[5] technologies
[3] technology
[3] innovation
[3] genedrives

Top Hashtags in Tweet in G7:
[10] personalizedmedicine
[3] nuclearmedicine
[2] nucmed
[2] petct
[2] prostatecancer
[1] nets
[1] petimaging
[1] cancer
[1] alzheimers
[1] covid19

Top Hashtags in Tweet in G8:
[40] personalizedmedicine
[40] dementia
[7] biobank
[3] medicine
[3] research
[2] biobanking
[2] healthcare
[1] alzheimers
[1] population
[1] tool

Top Hashtags in Tweet in G9:
[20] personalizedmedicine
[10] tipat
[8] amr
[6] race
[6] geneticdiversity
[5] precisionmedicine
[5] antibioticresistance
[4] leiden
[4] geneticancestry
[3] clinicaltrials

Top Hashtags in Tweet in G10:
[48] personalizedmedicine
[33] precisionmedicine
[26] influence
[26] healthtech
[26] medtech
[24] ai
[21] accprecisionmed
[19] mhealth
[18] iot
[18] iiot

Top Words
Top Words in Tweet in Entire Graph:
[1513] #personalizedmedicine
[390] #digitalhealth
[296] #datascience
[273] rafael52987
[265] #patientsafety
[248] #precisionmedicine
[242] #publichealth
[228] #healthcare
[213] personalized
[208] more

Top Words in Tweet in G1:
[401] #personalizedmedicine
[324] #digitalhealth
[272] #datascience
[253] #patientsafety
[249] rafael52987
[229] #publichealth
[178] #colombia
[176] #ecuador
[173] #peru
[157] sciencecommuni2

Top Words in Tweet in G2:
[330] #personalizedmedicine
[75] more
[66] call
[58] personalized
[57] medicine
[56] find
[41] today
[35] cancer
[35] health
[35] visit

Top Words in Tweet in G3:
[103] #personalizedmedicine
[32] personalized
[25] medicine
[13] #healthcare
[12] patients
[12] more
[12] health
[11] #precisionmedicine
[9] #health
[8] cancer

Top Words in Tweet in G4:
[97] #personalizedmedicine
[51] permedcoalition
[34] personalized
[31] #permedconf
[27] medicine
[27] patient
[21] conference
[17] data
[17] join
[16] pmc

Top Words in Tweet in G5:
[59] #personalizedmedicine
[22] #genomics
[16] hartwigmedical
[16] medicine
[14] #bioinformatics
[12] #cancerresearch
[12] personalized
[12] more
[11] dna
[10] data

Top Words in Tweet in G6:
[53] #ai
[52] #augmentedreality
[52] #quantumcomputing
[48] wef
[47] 10
[47] innovative
[47] tech
[47] change
[47] world
[44] yuhelenyu

Top Words in Tweet in G7:
[60] journalofnucmed
[34] treatment
[34] psma
[25] therapy
[24] 617
[24] administered
[24] immediately
[24] following
[24] androgen
[24] deprivation

Top Words in Tweet in G8:
[40] #personalizedmedicine
[40] #dementia
[36] please
[36] re
[36] tweet
[36] terrific
[36] infographic
[36] exploring
[36] image
[36] 3spirituknz

Top Words in Tweet in G9:
[20] #personalizedmedicine
[13] need
[12] pnasnews
[11] opinion
[11] piece
[10] itn_tipat
[10] research
[10] more
[10] #tipat
[8] #amr

Top Words in Tweet in G10:
[52] kred
[48] #personalizedmedicine
[33] #precisionmedicine
[26] gave
[26] healthtechtalkn
[26] #influence
[26] #healthtech
[26] #medtech
[24] #ai
[23] #health

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[262] #digitalhealth,#personalizedmedicine
[259] #personalizedmedicine,#patientsafety
[223] #publichealth,#datascience
[216] #datascience,#digitalhealth
[183] #colombia,#ecuador
[180] #ecuador,#peru
[156] #patientsafety,sciencecommuni2
[154] #peru,#bolivia
[141] #bolivia,#venezuela
[139] #venezuela,#chile

Top Word Pairs in Tweet in G1:
[249] #digitalhealth,#personalizedmedicine
[249] #personalizedmedicine,#patientsafety
[214] #publichealth,#datascience
[208] #datascience,#digitalhealth
[176] #colombia,#ecuador
[173] #ecuador,#peru
[150] #peru,#bolivia
[150] #patientsafety,sciencecommuni2
[137] #bolivia,#venezuela
[135] #venezuela,#chile

Top Word Pairs in Tweet in G2:
[50] #personalizedmedicine,call
[44] personalized,medicine
[31] visit,website
[27] call,today
[20] learn,more
[20] today,find
[19] thinking,#personalizedmedicine
[19] more,#transformlouisville
[18] read,more
[16] health,#personalizedmedicine

Top Word Pairs in Tweet in G3:
[20] personalized,medicine
[7] learn,more
[3] #ad,#personalizedmedicine
[3] #precisionmedicine,#personalizedmedicine
[3] #personalizednutrition,#personalizednutrients
[3] #personalizednutrients,#personalizedmedicine
[3] #personalizedmedicine,#freedomtoformulate
[3] #freedomtoformulate,#personalizedhealthcare
[3] #customize,#nutritional
[3] #nutritional,#healthcareproducts

Top Word Pairs in Tweet in G4:
[19] personalized,medicine
[11] medicine,conference
[10] #fh,#fishawackhealth
[9] #personalizedmedicine,conference
[8] 3d,bioprinting
[7] 16th,annual
[7] precision,medicine
[7] thanks,permedcoalition
[7] #fishawackhealth,#precisionmedicine
[6] pmc,president

Top Word Pairs in Tweet in G5:
[8] #bioinformatics,#personalizedmedicine
[8] first,time
[8] personalized,medicine
[7] #cancerresearch,#cancergenomics
[7] #cancergenomics,#bioinformatics
[7] #personalizedmedicine,#dnanalysis
[7] colleague,working
[7] working,#proteomics
[7] #proteomics,#personalizedmedicine
[7] #personalizedmedicine,looking

Top Word Pairs in Tweet in G6:
[52] #augmentedreality,#ai
[52] #ai,#quantumcomputing
[47] 10,innovative
[47] innovative,tech
[47] tech,change
[47] change,world
[47] world,wef
[47] wef,#augmentedreality
[44] yuhelenyu,10
[44] #quantumcomputing,#personalizedmedici

Top Word Pairs in Tweet in G7:
[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] treatment,ac

Top Word Pairs in Tweet in G8:
[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 G9:
[11] opinion,piece
[8] clinical,research
[8] research,studies
[8] pnasnews,opinion
[7] need,include
[7] include,more
[7] more,individuals
[6] #amr,#personalizedmedicine
[6] piece,insufficient
[6] insufficient,#geneticdiversity

Top Word Pairs in Tweet in G10:
[26] gave,kred
[26] kred,healthtechtalkn
[26] healthtechtalkn,kred
[26] kred,#influence
[26] #influence,#precisionmedicine
[26] #precisionmedicine,#personalizedmedicine
[26] #personalizedmedicine,#healthtech
[26] #healthtech,#medtech
[18] #iot,#iiot
[15] emerging,areas

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

Top Replied-To in G1:
@publichealthbot
@livescience_t
@kargerhcp
@pmm_2022
@glfceo
@caracolradio
@dhpsp
@_inpst
@stefaniaarciell
@_atanas_

Top Replied-To in G4:
@drwoodcockfda

Top Replied-To in G5:
@rtlnieuws
@vanallenlab
@founderuni
@sciencemagazine

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

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

Top Mentioned in G2:
@rafael52987
@permedcoalition
@medtansformcen
@pmedcast
@drdanielwiznia
@yalemed
@sciencecommuni2
@drmyrareed
@gajanans7
@yaleseas

Top Mentioned in G4:
@permedcoalition
@wearebrinter
@us_fda
@octavebio
@vumchealth
@expodubai
@drwoodcockfda
@kitepharma
@drabernethyfda
@verilylifesci

Top Mentioned in G5:
@hartwigmedical
@gregbiogenomics
@sciencemagazine
@stenoomics
@k
@phoenxcare
@felixdietlein
@jamestneal
@alexb_wang
@ecuppen

Top Mentioned in G6:
@wef
@yuhelenyu
@hitechnectar
@wearablesexpert
@mest_cph_uni
@scipublic
@mike_kunkle
@paulmiller
@fabriziobustama
@cybersecboardrm

Top Mentioned in G7:
@journalofnucmed
@snm_mi
@thomashopemd
@globeseek
@jamaonc
@calaisjeremie

Top Mentioned in G8:
@3spirituknz
@lead_coalition
@garu
@biobankingcom
@ondristudy
@garuth_chalfont
@newsmedical

Top Mentioned in G9:
@pnasnews
@itn_tipat
@neurofan_lab
@gheitasir
@tipat
@ukj_jena
@mscactions
@unileiden
@jpm_mdpi
@robertvansluis

Top Mentioned in G10:
@healthtechtalkn
@kred
@eli_krumova
@accintouch
@amycurrysturm
@iftikhar_kullo
@cardio10s
@jadp
@allheart_md
@aklfahed

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

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

Top Tweeters in G2:
@valenciaplaza
@hiringcare
@gdprai
@zolpidembot
@dreddyclinic
@yixuantu1
@odobehave
@singlecellmedia
@familytreetips2
@nature

Top Tweeters in G3:
@animesh1977
@fatimacherkasov
@davrola
@tacitwr
@tweetingnn
@alanjcard
@oncologytimes
@healthrecord1
@healthmonthly3
@technavio

Top Tweeters in G4:
@compchembiobot
@mcgillu
@vumchealth
@3dheals
@change_hc
@harvardhbs
@margiesherlock
@intermountain
@gcordovas
@kidneypatients

Top Tweeters in G5:
@vonrosenchild
@hubbucket
@rtlnieuws
@skatiq3
@dnaed_tech
@jan3106
@newsmedical
@binfotrends
@danafarber
@aiims1742

Top Tweeters in G6:
@ejlazar
@botfemale
@yukinari230
@pythonroboto
@maperez324
@b0tsci
@fabriziobustama
@wef
@hernangraffe
@in_stemm

Top Tweeters in G7:
@clearwaterbk
@palac10s49
@immunonucmed
@alokdoctor
@medicalscitech
@jamaonc
@drjavallejo
@ankushjaj
@spinelliv
@joserasaavedra

Top Tweeters in G8:
@jilliemary
@mainchannel_
@andrewmorrisuk
@klovesnature
@agitatorsneeded
@dazza70smith
@thompsonb2569
@hydeblizzardbox
@foxyjackiebrown
@mattjorg4543446

Top Tweeters in G9:
@marciasgreen
@cytosine_37
@unileiden
@saubashyasur
@xiquitabacana
@pnasnews
@aicuesta
@mscactions
@morganapertile
@antibioticsbot

Top Tweeters in G10:
@dataaugmented
@caring_mobile
@pyscalellc
@justmorganite
@heartotxheartmd
@eli_krumova
@trab_bot
@jadp
@kred
@skaragiannis


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