personalizedmedicine, Twitter, 9/16/2022 9:10:20 PM, 281931


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personalizedmedicine_2022-09-15_19-20-06.xlsx
personalizedmedicine_2022-09-15_19-20-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2022
Short Description:
personalizedmedicine via NodeXL https://bit.ly/3LmBQfh
@precisionmedbot
@rafael52987
@journalofnucmed
@pvg_mcgill
@thehdsr
@binfotrends
@alfons_valencia
@permedcoalition
@dhpsp
@sciencecommuni2

Top hashtags:
#personalizedmedicine
#digitalhealth
#datascience

Description:
Description
The graph represents a network of 1,387 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, 16 September 2022 at 02:22 UTC.

The requested start date was Friday, 16 September 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 105-day, 19-hour, 58-minute period from Wednesday, 01 June 2022 at 01:02 UTC to Wednesday, 14 September 2022 at 21:00 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 : 1387
Unique Edges : 1073
Edges With Duplicates : 3412
Total Edges : 4485
Number of Edge Types : 5
Retweet : 1273
MentionsInRetweet : 1894
Mentions : 832
Tweet : 453
Replies to : 33
Self-Loops : 467
Reciprocated Vertex Pair Ratio : 0.0484485574305934
Reciprocated Edge Ratio : 0.0924195223260644
Connected Components : 158
Single-Vertex Connected Components : 75
Maximum Vertices in a Connected Component : 975
Maximum Edges in a Connected Component : 3855
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.32894
Graph Density : 0.00100188204009401
Modularity : 0.388305
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,387 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, 16 September 2022 at 02:22 UTC.

The requested start date was Friday, 16 September 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 105-day, 19-hour, 58-minute period from Wednesday, 01 June 2022 at 01:02 UTC to Wednesday, 14 September 2022 at 21:00 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 : 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:
[102] https://medicaltransformationcenter.com/personalized-medicine/
[22] https://doi.org/10.2967/jnumed.122.264207
[21] https://doi.org/10.2967/jnumed.122.263856
[15] https://community.hpe.com/t5/Tech-Insights/Unleash-the-future-of-genomics-today-with-a-robust-AI-platform/ba-p/7159486#.YtfMIXbMJWI
[14] https://aipocrates.org/2022/09/04/como-construir-un-departamento-de-inteligencia-artificial-clinica/
[14] https://www.marketsandmarkets.com/Market-Reports/asia-pacific-single-cell-analysis-market-257201069.html
[10] https://pmandthepatient.org/
[10] https://aipocrates.org/2022/08/28/ia-peer-review/
[8] http://www.snmmi.org/NewsPublications/NewsDetail.aspx?ItemNumber=40989
[8] https://fishawack.com/news/6-trends-shaping-the-future-of-personalized-medicine?utm_source=twitter&utm_medium=social

Top URLs in Tweet in G1:
[102] https://medicaltransformationcenter.com/personalized-medicine/
[3] https://rss.com/podcasts/pv-papers/482633/
[3] https://journals.lww.com/oncology-times/Fulltext/2022/08200/Mediator_Probe_PCR_for_Personalized_MRD_Monitoring.12.aspx
[3] https://www.jefferson.edu/PopHealthSpeakerSeries
[3] https://nvafamilypractice.com/locations-washington-dc/
[2] https://www.epicshare.org/share-and-learn/trihealth-tempus-precision-oncology
[2] https://www.fastcompany.com/90762983/gene-editing-drugs-are-coming
[2] https://www.drugtargetreview.com/news/103934/soft-nickases-could-be-the-future-of-safe-effective-gene-editing/
[2] http://videolectures.net/flamin_nerviani_rheumatoid_arthritis/
[2] https://www.news-medical.net/news/20220809/New-mathematical-model-of-bone-renewal-predicts-the-effects-of-osteoporosis-medications.aspx

Top URLs in Tweet in G2:
[13] https://aipocrates.org/2022/09/04/como-construir-un-departamento-de-inteligencia-artificial-clinica/
[10] https://aipocrates.org/2022/08/28/ia-peer-review/
[3] https://www.healtheconomics.com/industry-news/improving-health-outcomes-with-personalization
[2] https://www.medigy.com/news/2022/09/09/hitconsultant-pharmacogenomics-the-key-to-unlocking-the-future-of-personalized-healthcare/
[2] https://www.medigy.com/news/2022/05/26/medicalfuturist-digital-twins-and-the-promise-of-personalized-medicine/
[2] https://www.medigy.com/topic/himss-digital-health/
[2] https://www.medigy.com/news/2022/08/23/timesofindia-better-health-outcomes-personalization-and-innovation-can-become-the-drivers-of-change/
[2] https://twitter.com/rafael52987/status/1569993348194390017
[2] https://aipocrates.org/2022/06/12/medicos-y-computadores/
[2] https://twitter.com/rafael52987/status/1555905037129465857

Top URLs in Tweet in G3:
[5] https://www.marketsandmarkets.com/Market-Reports/metabolomics-technology-market-900.html
[5] https://www.marketsandmarkets.com/Market-Reports/asia-pacific-single-cell-analysis-market-257201069.html
[3] https://www.hartwigmedicalfoundation.nl/en/database/
[2] https://www.marketsandmarkets.com/Market-Reports/humanized-mouse-model-market-131763955.html
[2] https://www.marketsandmarkets.com/Market-Reports/in-vivo-toxicology-testing-market-105308811.html
[2] https://www.marketsandmarkets.com/Market-Reports/cell-culture-media-market-97468536.html
[2] https://datamatters.org/
[1] https://www.tandfonline.com/doi/full/10.1080/14636778.2022.2115348?cookieSet=1
[1] https://www.prnewswire.com/news-releases/novo-holdings-leads-50-million-investment-in-medgenome-to-accelerate-expansion-into-new-markets-and-deepen-product-offerings-301613230.html?utm_source=Social&utm_medium=Social&utm_campaign=lfsocial&utm_content=ap_6dpcolkw57
[1] https://scottjpearson.com/advancing-healthcare-through-personalized-medicine/

Top URLs in Tweet in G4:
[2] https://www.imm.fraunhofer.de/en/events/sicellnet-workshop-2022.html
[2] https://xtalks.com/genedrives-genetic-test-can-prevent-hearing-loss-in-babies-through-personalized-treatment-3038/?utm_source=social&utm_medium=news
[1] https://minderahealth.com/
[1] https://www.bloomberg.com/news/articles/2022-05-31/andreessen-founders-fund-back-genomics-startup-exiting-stealth
[1] https://www.healthcareitnews.com/news/adventhealth-collaborate-ai-firm-berg-improve-covid-19-care
[1] https://healthtechmagazine.net/article/2022/05/what-precision-medicine-impact-healthcare-perfcon?utm_campaign=Healthcare&utm_content=210239135&utm_medium=social&utm_source=twitter&hss_channel=tw-50406555
[1] https://nanocanadaconference.ca/
[1] https://gehealthcare.jifflenow.com/external-request/snmmi2022/meeting-request?token=d02655e464376b9901d8
[1] https://www.lek.com/insights/ei/looking-ahead-diagnostics-and-research-tools-key-trends-impacting-industry
[1] https://www.newswiretoday.com/news/177910/

Top URLs in Tweet in G5:
[8] https://www.marketsandmarkets.com/Market-Reports/asia-pacific-single-cell-analysis-market-257201069.html
[3] https://www.marketsandmarkets.com/Market-Reports/in-vivo-toxicology-testing-market-105308811.html
[2] https://www.marketsandmarkets.com/Market-Reports/humanized-mouse-model-market-131763955.html
[1] https://doi.org/10.1158/2767-9764.CRC-21-0090
[1] https://www.marketsandmarkets.com/Market-Reports/cell-culture-media-market-97468536.html
[1] https://pmo.unibas.ch/
[1] http://tipat.eu
[1] https://www.marketsandmarkets.com/Market-Reports/cell-dissociation-market-97548003.html

Top URLs in Tweet in G6:
[2] https://doi.org/10.2967/jnumed.122.264207
[2] https://doi.org/10.2967/jnumed.122.263856
[1] https://twitter.com/weoncologists/status/1533108038063751168
[1] https://www.pmwcintl.com/speaker/timo-kanninen_bc-platforms_2022sv?utm_content=212321355&utm_medium=social&utm_source=twitter&hss_channel=tw-2348499854
[1] https://twitter.com/JackWestMD/status/1401262931786956803
[1] https://www.mayoclinic.org/healthy-lifestyle/consumer-health/in-depth/personalized-medicine/art-20044300?linkId=171451903

Top URLs in Tweet in G7:
[15] https://community.hpe.com/t5/Tech-Insights/Unleash-the-future-of-genomics-today-with-a-robust-AI-platform/ba-p/7159486#.YtfMIXbMJWI
[1] https://www.eu-stands4pm.eu/events?backRef=31&event=EU_Commission_and_EU_STANDS4PM_webinar_ldquo_Towards_broadly_applicable_standards_for_in_silico_approaches_in_personalized_medicine_rdquo

Top URLs in Tweet in G8:
[20] https://doi.org/10.2967/jnumed.122.264207
[19] https://doi.org/10.2967/jnumed.122.263856
[6] http://www.snmmi.org/NewsPublications/NewsDetail.aspx?ItemNumber=40989
[1] https://www.youtube.com/watch?v=x7uAjMOMf6Q&list=PL688nqC6jPHd-QBqhYW6yxF3F27mXT7tW&index=2&t=134s


Top URLs in Tweet in G9:
[7] https://www.tickettailor.com/events/rebootcommunicationsltd/695382
[6] https://biomedicine.conferenceseries.com/registration.php
[4] https://www.bbc.com/future/article/20191216-how-hacking-the-human-heart-could-replace-pill-popping
[2] https://www.linkedin.com/smart-links/AQHD9EPRC_TAvA
[2] https://biomedicine.conferenceseries.com/abstract-submission.php
[1] http://hbit.ly/HCS22
[1] https://podcasts.apple.com/podcast/ep-043-developing-precision-medicines-using-cryo-em/id1488321814?i=1000566641081
[1] https://podcasts.apple.com/podcast/ep-45-applying-dna-nanostructures-to-personalized-medicine/id1488321814?i=1000571330385
[1] https://podcasts.apple.com/us/podcast/ep-044-applying-nanoparticles-and-microfluidics-to/id1488321814?i=1000568103908
[1] https://www.frontiersin.org/articles/10.3389/fnins.2021.685872/full#T1

Top URLs in Tweet in G10:
[9] https://pmandthepatient.org/
[8] https://fishawack.com/news/6-trends-shaping-the-future-of-personalized-medicine?utm_source=twitter&utm_medium=social
[3] https://fishawack.com/news/6-trends-shaping-the-future-of-personalized-medicine?utm_source=linkedin&utm_medium=social
[2] https://fishawack.com/news/understanding-the-evolving-car-t-market
[2] https://fishawack.com/news/in-the-precision-medicine-era-the-line-between-products-and-services-is-blurred
[2] https://www.brinter.com/press-and-news/bioprinting-events/
[1] https://pmandthepatient.org/sessions/pursuing-science-of-the-one/
[1] https://web.cvent.com/event/504edb61-2920-4cef-99c3-85a6dd8ce846/websitePage:80210dd7-0a79-40ca-aedc-fb8b1fb6c56e?utm_source=PMLS&utm_medium=MainWebsite&utm_campaign=Registration
[1] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzY2NTk3OA==
[1] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzY5MTU0OA==

Top Domains
Top Domains in Tweet in Entire Graph:
[157] twitter.com
[102] medicaltransformationcenter.com
[46] doi.org
[37] marketsandmarkets.com
[27] aipocrates.org
[15] hpe.com
[15] fishawack.com
[15] voicestorm.com
[13] pmandthepatient.org
[8] medigy.com

Top Domains in Tweet in G1:
[102] medicaltransformationcenter.com
[15] twitter.com
[15] voicestorm.com
[3] rss.com
[3] news-medical.net
[3] springer.com
[3] lww.com
[3] fiercebiotech.com
[3] jefferson.edu
[3] nvafamilypractice.com

Top Domains in Tweet in G2:
[106] twitter.com
[25] aipocrates.org
[8] medigy.com
[4] healtheconomics.com
[2] linkedin.com
[1] esvyda.com
[1] digitalpatientsafety.com
[1] nih.gov
[1] bmj.com
[1] lnkd.in

Top Domains in Tweet in G3:
[18] marketsandmarkets.com
[8] twitter.com
[5] hartwigmedicalfoundation.nl
[2] scottjpearson.com
[2] healthcaretriangle.com
[2] datamatters.org
[1] tandfonline.com
[1] prnewswire.com
[1] oncoact.nl
[1] prlog.org

Top Domains in Tweet in G4:
[3] nih.gov
[3] twitter.com
[3] xtalks.com
[2] healthcareitnews.com
[2] fraunhofer.de
[2] m2gen.com
[1] minderahealth.com
[1] bloomberg.com
[1] healthtechmagazine.net
[1] nanocanadaconference.ca

Top Domains in Tweet in G5:
[15] marketsandmarkets.com
[1] doi.org
[1] unibas.ch
[1] tipat.eu

Top Domains in Tweet in G6:
[4] doi.org
[2] twitter.com
[1] pmwcintl.com
[1] mayoclinic.org

Top Domains in Tweet in G7:
[15] hpe.com
[1] eu-stands4pm.eu

Top Domains in Tweet in G8:
[39] doi.org
[6] snmmi.org
[1] youtube.com

Top Domains in Tweet in G9:
[8] conferenceseries.com
[7] tickettailor.com
[4] bbc.com
[3] apple.com
[2] linkedin.com
[1] hbit.ly
[1] frontiersin.org
[1] impetusdigital.com
[1] youtube.com
[1] nxtbook.com

Top Domains in Tweet in G10:
[15] fishawack.com
[12] pmandthepatient.org
[3] informz.net
[3] brinter.com
[2] news-medical.net
[1] cvent.com
[1] rallyformedicalresearch.org
[1] on24.com
[1] genengnews.com
[1] healthtechmagazine.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1222] personalizedmedicine
[273] digitalhealth
[168] datascience
[140] precisionmedicine
[132] patientsafety
[122] analytics
[117] meded
[104] publichealth
[102] dhpsp
[102] sensors



Top Hashtags in Tweet in G1:
[289] personalizedmedicine
[47] precisionmedicine
[35] transformlouisville
[18] ai
[16] digitalhealth
[15] healthcare
[15] healthit
[15] cdwsocial
[13] startup
[12] sensors

Top Hashtags in Tweet in G2:
[258] personalizedmedicine
[236] digitalhealth
[142] datascience
[121] patientsafety
[114] analytics
[104] meded
[99] dhpsp
[95] publichealth
[94] telemednow
[90] sensors

Top Hashtags in Tweet in G3:
[59] personalizedmedicine
[24] keynotespeakers
[20] escs2022
[16] machinelearning
[15] bioinformatics
[13] biotechnology
[12] genomics
[11] cancerresearch
[10] healthcare
[9] pharmaceutical

Top Hashtags in Tweet in G4:
[85] personalizedmedicine
[16] precisionmedicine
[10] oncology
[8] medicine
[6] precisionhealth
[6] cancer
[5] genomics
[5] diagnostics
[4] healthcare
[4] ai

Top Hashtags in Tweet in G5:
[24] tipat
[22] personalizedmedicine
[10] mayomgr
[10] visitingprofessor
[9] pharmaceutical
[8] amr
[6] research
[5] biotechnology
[5] oncology
[5] idtwitter

Top Hashtags in Tweet in G6:
[22] personalizedmedicine
[10] radiationoncology
[5] supponc
[4] globonc
[4] florianscotte
[3] bcsm
[3] asco22
[2] ctdna
[2] nsclc
[2] pmwc22

Top Hashtags in Tweet in G7:
[32] personalizedmedicine
[25] ai
[17] genomics
[15] nvidia
[9] crispr
[7] ml
[6] longevity
[6] antiaging
[6] aging
[6] drugdiscovery

Top Hashtags in Tweet in G8:
[23] personalizedmedicine
[6] snmmi
[3] nuclearmedicine
[2] prostatecancer
[1] cancer
[1] lymphoma
[1] prrt
[1] netcancer
[1] neuroendocrinetumor

Top Hashtags in Tweet in G9:
[33] personalizedmedicine
[11] innovation
[10] biomedicine2022
[10] toronto
[10] canada
[9] immunology
[8] digitalhealth
[8] precisionmedicine
[7] healthcare
[7] genomics

Top Hashtags in Tweet in G10:
[51] personalizedmedicine
[16] precisionmedicine
[10] precisionhealth
[10] fishawackhealth
[9] fh
[7] pmc
[3] covid19
[3] permedconf
[2] pmandthepatient
[2] individualizedcare

Top Words
Top Words in Tweet in Entire Graph:
[1200] #personalizedmedicine
[273] #digitalhealth
[240] rafael52987
[206] more
[168] #datascience
[150] personalized
[144] health
[140] #precisionmedicine
[137] data
[136] medicine

Top Words in Tweet in G1:
[289] #personalizedmedicine
[82] call
[73] more
[58] find
[50] talk
[48] visit
[47] website
[47] today
[47] #precisionmedicine
[42] health

Top Words in Tweet in G2:
[258] #personalizedmedicine
[236] #digitalhealth
[208] rafael52987
[142] #datascience
[121] #patientsafety
[114] #analytics
[107] publichealthbot
[104] #meded
[103] sciencecommuni2
[99] #dhpsp

Top Words in Tweet in G3:
[59] #personalizedmedicine
[33] more
[27] alfons_valencia
[26] data
[25] read
[24] #keynotespeakers
[24] anaconesa
[23] iscb_escs
[22] opening
[20] confirmed

Top Words in Tweet in G4:
[85] #personalizedmedicine
[16] #precisionmedicine
[13] eth
[12] more
[10] medicine
[10] research
[10] #oncology
[9] personalized
[9] treatment
[9] genetic

Top Words in Tweet in G5:
[24] #tipat
[23] more
[22] #personalizedmedicine
[19] today
[17] itn_tipat
[16] therapy
[15] read
[15] early
[14] research
[13] summer

Top Words in Tweet in G6:
[22] #personalizedmedicine
[12] amazing
[12] work
[10] bring
[10] #radiationoncology
[10] andyzwang
[10] utswcancer
[10] paper
[10] naturenano
[9] montypal

Top Words in Tweet in G7:
[25] #ai
[17] hpe
[17] unleashing
[17] future
[17] #genomics
[17] today
[17] robust
[17] platform
[17] transform
[17] #personalizedmedicine

Top Words in Tweet in G8:
[38] know
[37] journalofnucmed
[23] #personalizedmedicine
[20] targeting
[20] cxcr4
[20] another
[20] promising
[20] theranostic
[20] approach
[19] lower

Top Words in Tweet in G9:
[33] #personalizedmedicine
[17] hlthcaresumm
[13] register
[13] leaders
[13] 2022
[12] 24
[12] 25
[11] #innovation
[10] health
[10] future

Top Words in Tweet in G10:
[51] #personalizedmedicine
[28] permedcoalition
[19] conference
[17] pmc
[17] more
[16] #precisionmedicine
[13] needed
[12] today
[10] summit
[10] discussed

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[183] #digitalhealth,#personalizedmedicine
[128] #personalizedmedicine,#patientsafety
[109] #patientsafety,sciencecommuni2
[104] #datascience,#digitalhealth
[102] #publichealth,#datascience
[102] #sensors,#vr
[102] #vr,#saas
[102] #saas,#dataviz
[99] #meded,#telemednow
[98] publichealthbot,#publichealth

Top Word Pairs in Tweet in G1:
[68] #personalizedmedicine,call
[44] visit,website
[35] call,today
[25] many,healthcare
[25] healthcare,organizations
[25] organizations,talk
[25] talk,focused
[25] focused,overcoming
[25] overcoming,barriers
[25] barriers,#precisionmedicine

Top Word Pairs in Tweet in G2:
[170] #digitalhealth,#personalizedmedicine
[119] #personalizedmedicine,#patientsafety
[103] #patientsafety,sciencecommuni2
[95] #datascience,#digitalhealth
[94] #meded,#telemednow
[93] #publichealth,#datascience
[90] #sensors,#vr
[90] #vr,#saas
[90] #saas,#dataviz
[90] publichealthbot,#publichealth

Top Word Pairs in Tweet in G3:
[20] confirmed,#keynotespeakers
[20] #keynotespeakers,#escs2022
[20] #escs2022,alfons_valencia
[20] alfons_valencia,opening
[20] opening,symposium
[20] symposium,anaconesa
[19] read,more
[19] iscb_escs,confirmed
[19] anaconesa,closi
[12] use,data

Top Word Pairs in Tweet in G4:
[6] learn,more
[6] personalized,medicine
[5] #personalizedmedicine,#precisionmedicine
[3] #precisionhealth,#personalizedmedicine
[3] #precisionmedicine,#personalizedmedicine
[3] #personalizedmedicine,#immunotherapy
[3] #immunotherapy,#immunocompromised
[3] #immunocompromised,#nccn
[3] #nccn,#infectiousdiseases
[3] #infectiousdiseases,#healthpolicy

Top Word Pairs in Tweet in G5:
[15] read,more
[13] summer,school
[12] #tipat,summer
[11] single,cell
[10] #mayomgr,today
[10] today,#visitingprofessor
[10] #visitingprofessor,parhamsendi
[10] parhamsendi,early
[10] early,switch
[10] switch,iv

Top Word Pairs in Tweet in G6:
[10] amazing,work
[10] work,bring
[10] bring,#personalizedmedicine
[10] #personalizedmedicine,#radiationoncology
[10] #radiationoncology,andyzwang
[10] andyzwang,utswcancer
[10] utswcancer,paper
[10] paper,naturenano
[9] montypal,amazing
[9] naturenano,theâ

Top Word Pairs in Tweet in G7:
[17] unleashing,future
[17] today,robust
[17] platform,transform
[16] transform,know
[15] hpe,#nvidia
[15] #nvidia,unleashing
[15] future,#genomics
[15] #genomics,today
[15] robust,#ai
[15] #ai,platform

Top Word Pairs in Tweet in G8:
[20] targeting,cxcr4
[20] cxcr4,another
[20] another,promising
[20] promising,theranostic
[20] theranostic,approach
[20] approach,#personalizedmedicine
[19] journalofnucmed,targeting
[19] know,lower
[19] lower,activity
[19] activity,need

Top Word Pairs in Tweet in G9:
[12] 24,25
[12] 25,2022
[10] #biomedicine2022,aug
[10] aug,24
[10] 2022,#toronto
[10] #toronto,#canada
[10] #canada,register
[9] together,over
[9] over,50
[9] world,scientific

Top Word Pairs in Tweet in G10:
[10] permedcoalition,conference
[10] conference,discussed
[10] discussed,needed
[10] needed,move
[10] move,#personalizedmedicine
[10] #personalizedmedicine,#precisionhealth
[10] #precisionhealth,forward
[9] dramyabernethy,permedcoalition
[7] #fh,#fishawackhealth
[6] summit,pmc

Top Replied-To
Top Replied-To in Entire Graph:
@hpe
@hlthcaresumm
@publichealthbot
@talentodigcol
@luannnguyen0
@potus
@aftimosp
@drchoueiri
@steelmaker65
@peterdiamandis

Top Replied-To in G2:
@publichealthbot
@talentodigcol
@www_healthecon

Top Replied-To in G3:
@luannnguyen0
@nki_nl
@ptarantinomd
@iscb_scs

Top Replied-To in G5:
@cathi_meyer

Top Replied-To in G6:
@pavlosmsaouel
@aaoncoclinica

Top Replied-To in G7:
@hpe

Top Replied-To in G9:
@hlthcaresumm

Top Mentioned
Top Mentioned in Entire Graph:
@rafael52987
@publichealthbot
@sciencecommuni2
@rajeevksingla
@harvinder_garg
@dhpsp
@medtansformcen
@journalofnucmed
@permedcoalition
@pvg_mcgill

Top Mentioned in G1:
@medtansformcen
@rafael52987
@cdw_healthcare
@publichealthbot
@sid_healthcare
@joel_mesot
@sciencecommuni2
@criionorg
@phrt_ch
@genomegrl

Top Mentioned in G2:
@rafael52987
@publichealthbot
@sciencecommuni2
@rajeevksingla
@harvinder_garg
@dhpsp
@livescience_t
@ulahybelpez
@healthdotinc
@pregenerate_inc

Top Mentioned in G3:
@alfons_valencia
@anaconesa
@iscb_escs
@hartwigmedical
@unc
@proteomasss
@gajanans7
@balashalab
@thencds
@zesrailhan

Top Mentioned in G5:
@itn_tipat
@uu_university
@parhamsendi
@meltiadyissa
@gajanans7
@agnesbasseville
@isbsib
@wesleyabplanalp
@henricrobert
@cpi_exstra

Top Mentioned in G6:
@andyzwang
@utswcancer
@naturenano
@montypal
@maryam_lustberg
@ines_vazluis
@gustaveroussy
@journalofnucmed
@kathrynruddymd
@mayocancercare

Top Mentioned in G7:
@rejuve_ai
@biotech2k1
@i3lung
@prelajarsela
@isttumori
@eu_commission
@wearemedsir
@abakhus
@hpe
@insilicotrials

Top Mentioned in G8:
@journalofnucmed
@snm_mi
@yourdctv

Top Mentioned in G9:
@hlthcaresumm
@pmedcast
@georgin20372605
@bioshealth
@asctherapeutics
@genomebc
@yagensky
@rabel_martin
@precisionnano
@conferenceserie

Top Mentioned in G10:
@permedcoalition
@dramyabernethy
@olarisbor
@octavebio
@vumchealth
@adaptivebiotech
@allofusresearch
@amymillerphd
@wearebrinter
@drsidmukherjee

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@xaelbot
@cybersecurityn8
@botraj1
@jfsebastian146
@sudeepkhatri
@fabriciosx
@codewithtwitchi
@timesofindia

Top Tweeters in G1:
@fastcompany
@venturebeat
@toothdoc3
@precisionmedbot
@phoneguymark
@startupnewsind
@daveandcori
@gary_an
@ll924
@sid_healthcare

Top Tweeters in G2:
@sectest9
@chidambara09
@xaelbot
@cybersecurityn8
@botraj1
@jfsebastian146
@fabriciosx
@codewithtwitchi
@timesofindia
@xeronbot

Top Tweeters in G3:
@thecuriousluke
@b0tsci
@dnaed_tech
@compchembiobot
@jan3106
@mgg_2012
@binfotrends
@unc
@alfons_valencia
@montse_barcelo

Top Tweeters in G4:
@ensregistry
@_is_a_trickster
@c_ster
@drnitinchaube
@adamtabriz
@uthealth_sbmi
@newswiretoday
@addictivebrain
@nih_nccih
@frontoncology

Top Tweeters in G5:
@singlecellmedia
@on_alergias
@healthdevice
@carga_viral
@neb_antib_news
@drjaume1
@unileiden
@antibioticsbot
@laliguecancer
@mscactions

Top Tweeters in G6:
@stephensenn
@pollinus66
@nicolekuderer
@asco
@sorena997
@gary_lyman
@itsnot_pink
@mayocancercare
@montypal
@pavlosmsaouel

Top Tweeters in G7:
@education_24x7
@pyscalellc
@pardoe_ai
@masazumi_koga
@eu_commission
@wilopez88
@biotech2k1
@hpe
@archna2011
@storageninja

Top Tweeters in G8:
@aleneziahmed1
@alokdoctor
@envywithnyang
@drjavallejo
@carrerasdelgado
@baderhz
@snm_mi
@yourdctv
@josephvacca
@az_algethami

Top Tweeters in G9:
@eventcentralme
@grantsfacilitat
@bbc
@genomebc
@pharmaprodigy
@gregspievak
@ontariogenomics
@joannehackett00
@impetus_digital
@conferenceserie

Top Tweeters in G10:
@worldunivandsch
@genbio
@scottmacleod
@vumchealth
@addiengeorge
@harbinbook
@sgkmacleod
@margiesherlock
@scooperpr
@dserhsinglai


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