personalizedmedicine, Twitter, 10/7/2022 2:29:37 AM, 282508


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personalizedmedicine_2022-10-06_19-20-06.xlsx
personalizedmedicine_2022-10-06_19-20-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 07, 2022
Short Description:
personalizedmedicine via NodeXL https://bit.ly/3SZX712
@precisionmedbot
@rafael52987
@snm_mi
@alfons_valencia
@binfotrends
@pvg_mcgill
@thehdsr
@journalofnucmed
@dhpsp
@sciencecommuni2

Top hashtags:
#personalizedmedicine
#digitalhealth
#datascience
#patientsafety

Description:
Description
The graph represents a network of 1,599 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, 07 October 2022 at 02:23 UTC.

The requested start date was Friday, 07 October 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 126-day, 20-hour, 9-minute period from Wednesday, 01 June 2022 at 01:02 UTC to Wednesday, 05 October 2022 at 21:12 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 : 1599
Unique Edges : 1252
Edges With Duplicates : 4151
Total Edges : 5403
Number of Edge Types : 5
Mentions : 1039
Retweet : 1502
MentionsInRetweet : 2267
Tweet : 551
Replies to : 44
Self-Loops : 571
Reciprocated Vertex Pair Ratio : 0.0506329113924051
Reciprocated Edge Ratio : 0.0963855421686747
Connected Components : 187
Single-Vertex Connected Components : 89
Maximum Vertices in a Connected Component : 1136
Maximum Edges in a Connected Component : 4706
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.368183
Graph Density : 0.000877034379278038
Modularity : 0.376807
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,599 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, 07 October 2022 at 02:23 UTC.

The requested start date was Friday, 07 October 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 126-day, 20-hour, 9-minute period from Wednesday, 01 June 2022 at 01:02 UTC to Wednesday, 05 October 2022 at 21:12 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:
[124] 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
[15] https://pmandthepatient.org/
[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
[11] http://www.snmmi.org/NewsPublications/NewsDetail.aspx?ItemNumber=41881
[10] https://aipocrates.org/2022/08/28/ia-peer-review/
[8] http://www.snmmi.org/NewsPublications/NewsDetail.aspx?ItemNumber=40989

Top URLs in Tweet in G1:
[124] https://medicaltransformationcenter.com/personalized-medicine/
[3] https://rss.com/podcasts/pv-papers/482633/
[3] https://lung-health.org/2023/?page_id=52
[3] https://lung-health.org/
[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://pmandthepatient.org/
[2] https://twitter.com/EricTopol/status/1576244552934912000
[2] https://www.epicshare.org/share-and-learn/trihealth-tempus-precision-oncology

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://twitter.com/rafael52987/status/1574371319982039043
[3] https://www.healtheconomics.com/industry-news/improving-health-outcomes-with-personalization
[2] https://aipocrates.org/2022/06/12/medicos-y-computadores/
[2] https://twitter.com/rafael52987/status/1555905037129465857
[2] https://twitter.com/rafael52987/status/1567338126808342529
[2] https://twitter.com/rafael52987/status/1567488384762781696
[2] https://twitter.com/rafael52987/status/1567633571401154562
[2] https://twitter.com/rafael52987/status/1567845979176505344

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.mdpi.com/1422-0067/23/18/10605
[2] https://1.is/
[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/
[2] https://www.frontiersin.org/articles/10.3389/fimmu.2022.989556/full?&utm_source=Email_to_authors_&utm_medium=Email&utm_content=T1_11.5e1_author&utm_campaign=Email_publication&field=&journalName=Frontiers_in_Immunology&id=989556

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:
[20] https://doi.org/10.2967/jnumed.122.264207
[19] https://doi.org/10.2967/jnumed.122.263856
[11] http://www.snmmi.org/NewsPublications/NewsDetail.aspx?ItemNumber=41881
[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

[1] https://bit.ly/3BacbSn
[1] https://bit.ly/3eM6YbS
[1] https://www.youtube.com/watch?v=CYK6GcWzrng&list=PL688nqC6jPHd-QBqhYW6yxF3F27mXT7tW&index=5

[1] https://brainstormsummit.com/

Top URLs in Tweet in G6:
[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
[1] https://www.empiricancer.com/e-slice

Top URLs in Tweet in G7:
[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://twitter.com/mpishvaian/status/1572379415149158403
[1] https://twitter.com/jasminesukumar/status/1572385869583073281
[1] https://twitter.com/mpishvaian/status/1572389074610311168
[1] https://www.mayoclinic.org/healthy-lifestyle/consumer-health/in-depth/personalized-medicine/art-20044300?linkId=171451903
[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

Top URLs in Tweet in G8:
[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.futureproofinghealthcare.com/en/personalised-healthcare/building-blocks
[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
[1] https://twitter.com/InoMedRo/status/1571803137840914435

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] https://attendee.gotowebinar.com/register/8382931063412464400?source=OM1%20Social&utm_content=223226226&utm_medium=social&utm_source=twitter&hss_channel=tw-1240331875421491201
[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

Top URLs in Tweet in G10:
[13] 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:
[196] twitter.com
[124] medicaltransformationcenter.com
[46] doi.org
[37] marketsandmarkets.com
[27] aipocrates.org
[19] snmmi.org
[19] pmandthepatient.org
[15] hpe.com
[15] fishawack.com
[15] voicestorm.com

Top Domains in Tweet in G1:
[124] medicaltransformationcenter.com
[18] twitter.com
[15] voicestorm.com
[11] lung-health.org
[3] rss.com
[3] mdpi.com
[3] news-medical.net
[3] springer.com
[3] lww.com
[3] fiercebiotech.com

Top Domains in Tweet in G2:
[127] twitter.com
[25] aipocrates.org
[8] medigy.com
[4] healtheconomics.com
[3] lnkd.in
[3] linkedin.com
[1] nih.gov
[1] bmj.com
[1] creakyjoints.org
[1] arthritis.org

Top Domains in Tweet in G3:
[18] marketsandmarkets.com
[13] twitter.com
[7] hartwigmedicalfoundation.nl
[2] mdpi.com
[2] 1.is
[2] prnewswire.com
[2] scottjpearson.com
[2] healthcaretriangle.com
[2] datamatters.org
[2] frontiersin.org

Top Domains in Tweet in G4:
[4] twitter.com
[3] nih.gov
[3] xtalks.com
[2] healthcareitnews.com
[2] businesswire.com
[2] linkedin.com
[2] fraunhofer.de
[2] m2gen.com
[2] texasheart.org
[2] prnewswire.com

Top Domains in Tweet in G5:
[39] doi.org
[17] snmmi.org
[2] youtube.com
[2] bit.ly
[1] brainstormsummit.com

Top Domains in Tweet in G6:
[15] marketsandmarkets.com
[1] doi.org
[1] unibas.ch
[1] tipat.eu
[1] empiricancer.com

Top Domains in Tweet in G7:
[5] twitter.com
[4] doi.org
[1] mayoclinic.org
[1] pmwcintl.com

Top Domains in Tweet in G8:
[15] hpe.com
[1] futureproofinghealthcare.com
[1] eu-stands4pm.eu
[1] twitter.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1448] personalizedmedicine
[306] digitalhealth
[208] datascience
[153] patientsafety
[149] precisionmedicine
[133] meded
[131] publichealth
[130] analytics
[116] dhpsp
[115] telemednow



Top Hashtags in Tweet in G1:
[341] personalizedmedicine
[48] precisionmedicine
[43] transformlouisville
[23] ai
[20] healthcare
[16] digitalhealth
[15] asthma
[15] healthit
[15] cdwsocial
[14] startup

Top Hashtags in Tweet in G2:
[293] personalizedmedicine
[268] digitalhealth
[178] datascience
[141] patientsafety
[122] publichealth
[122] analytics
[120] meded
[113] dhpsp
[110] telemednow
[99] capchat

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

Top Hashtags in Tweet in G4:
[105] personalizedmedicine
[19] precisionmedicine
[13] oncology
[8] medicine
[6] precisionhealth
[6] genomics
[6] cancer
[5] ai
[5] healthcare
[5] diagnostics

Top Hashtags in Tweet in G5:
[28] personalizedmedicine
[10] nuclearmedicine
[6] snmmi
[5] prostatecancer
[3] brainstormsummit
[2] netcancer
[1] jnuclmed
[1] cancer
[1] lymphoma
[1] prrt

Top Hashtags in Tweet in G6:
[24] tipat
[23] personalizedmedicine
[10] mayomgr
[10] visitingprofessor
[9] pharmaceutical
[8] amr
[6] research
[6] oncology
[5] biotechnology
[5] idtwitter

Top Hashtags in Tweet in G7:
[37] personalizedmedicine
[13] supponc
[12] bcsm
[11] tumorboardtuesday
[10] radiationoncology
[4] globonc
[4] florianscotte
[3] asco22
[3] tox
[3] liquidbiopsy

Top Hashtags in Tweet in G8:
[24] personalizedmedicine
[19] genomics
[17] ai
[15] nvidia
[4] researchdayinsight
[4] worldlungcancerday
[2] lungcancer
[1] genetics
[1] lkb1
[1] cancerresearch

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

Top Hashtags in Tweet in G10:
[57] 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:
[1426] #personalizedmedicine
[306] #digitalhealth
[272] rafael52987
[257] more
[208] #datascience
[185] personalized
[181] health
[153] #patientsafety
[149] #precisionmedicine
[149] medicine

Top Words in Tweet in G1:
[341] #personalizedmedicine
[105] call
[96] more
[71] find
[64] website
[62] visit
[53] learn
[53] today
[51] talk
[51] health

Top Words in Tweet in G2:
[293] #personalizedmedicine
[268] #digitalhealth
[240] rafael52987
[178] #datascience
[141] #patientsafety
[136] publichealthbot
[122] #publichealth
[122] #analytics
[120] sciencecommuni2
[120] #meded

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

Top Words in Tweet in G4:
[105] #personalizedmedicine
[19] more
[19] #precisionmedicine
[13] #oncology
[13] eth
[12] medicine
[12] personalized
[11] treatment
[11] research
[9] genetic

Top Words in Tweet in G5:
[38] know
[37] journalofnucmed
[28] #personalizedmedicine
[23] another
[20] targeting
[20] cxcr4
[20] promising
[20] theranostic
[20] approach
[19] snm_mi

Top Words in Tweet in G6:
[24] more
[24] #tipat
[23] #personalizedmedicine
[19] today
[17] therapy
[17] itn_tipat
[15] read
[15] early
[14] research
[13] summer

Top Words in Tweet in G7:
[37] #personalizedmedicine
[17] maryam_lustberg
[13] work
[13] #supponc
[12] #bcsm
[12] amazing
[11] #tumorboardtuesday
[10] care
[10] bring
[10] #radiationoncology

Top Words in Tweet in G8:
[19] #genomics
[17] hpe
[17] unleashing
[17] future
[17] today
[17] robust
[17] #ai
[17] platform
[17] transform
[16] know

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

Top Words in Tweet in G10:
[57] #personalizedmedicine
[34] permedcoalition
[20] pmc
[19] conference
[18] more
[16] today
[16] #precisionmedicine
[14] summit
[13] health
[13] needed

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[208] #digitalhealth,#personalizedmedicine
[148] #personalizedmedicine,#patientsafety
[129] #publichealth,#datascience
[128] #datascience,#digitalhealth
[126] #patientsafety,sciencecommuni2
[125] publichealthbot,#publichealth
[115] #meded,#telemednow
[102] #sensors,#vr
[102] #vr,#saas
[102] #saas,#dataviz

Top Word Pairs in Tweet in G1:
[78] #personalizedmedicine,call
[55] visit,website
[39] call,today
[30] learn,more
[29] thinking,#personalizedmedicine
[29] more,#transformlouisville
[28] call,visit
[28] website,find
[27] considering,#personalizedmedicine
[26] health,#personalizedmedicine

Top Word Pairs in Tweet in G2:
[195] #digitalhealth,#personalizedmedicine
[139] #personalizedmedicine,#patientsafety
[120] #publichealth,#datascience
[120] #patientsafety,sciencecommuni2
[119] #datascience,#digitalhealth
[117] publichealthbot,#publichealth
[110] #meded,#telemednow
[90] #sensors,#vr
[90] #vr,#saas
[90] #saas,#dataviz

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

Top Word Pairs in Tweet in G4:
[8] personalized,medicine
[7] learn,more
[7] #personalizedmedicine,#precisionmedicine
[4] #precisionmedicine,#personalizedmedicine
[3] more,#personalizedmedicine
[3] #precisionhealth,#personalizedmedicine
[3] #personalizedmedicine,#immunotherapy
[3] #immunotherapy,#immunocompromised
[3] #immunocompromised,#nccn
[3] #nccn,#infectiousdiseases

Top Word Pairs in Tweet in G5:
[20] targeting,cxcr4
[20] cxcr4,another
[20] another,promising
[20] promising,theranostic
[20] theranostic,approach
[20] approach,#personalizedmedicine
[19] know,lower
[19] lower,activity
[19] activity,need
[19] need,know

Top Word Pairs in Tweet in G6:
[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 G7:
[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 G8:
[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 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] summit,pmc
[7] pmc,today

Top Replied-To
Top Replied-To in Entire Graph:
@hpe
@publichealthbot
@hlthcaresumm
@kargerhcp
@talentodigcol
@steelmaker65
@ampelbio
@luannnguyen0
@drchoueiri
@nbcla

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

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

Top Replied-To in G5:
@nbcwashington
@nbcla

Top Replied-To in G6:
@cathi_meyer

Top Replied-To in G7:
@johnebbenmdphd
@ptarantinomd
@aaoncoclinica

Top Replied-To in G8:
@hpe
@mgeanta

Top Replied-To in G9:
@hlthcaresumm

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

Top Mentioned in G1:
@medtansformcen
@rafael52987
@cdw_healthcare
@publichealthbot
@sid_healthcare
@joel_mesot
@afismlunghealth
@sciencecommuni2
@criionorg
@hartwigmedical

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

Top Mentioned in G3:
@alfons_valencia
@anaconesa
@iscb_escs
@hartwigmedical
@uva
@ampelbio
@arcadinavarro
@amrieampel
@unc
@proteomasss

Top Mentioned in G4:
@technavio

Top Mentioned in G5:
@journalofnucmed
@snm_mi
@nbc10boston
@curefestusa
@yourdctv
@danafarber
@brainstormsmt
@kjaer_andreas
@dayonebio
@childrensnatl

Top Mentioned in G6:
@itn_tipat
@uu_university
@parhamsendi
@meltiadyissa
@gajanans7
@agnesbasseville
@isbsib
@wesleyabplanalp
@henricrobert
@cpi_exstra

Top Mentioned in G7:
@maryam_lustberg
@andyzwang
@utswcancer
@naturenano
@montypal
@nicolekuderer
@ines_vazluis
@gustaveroussy
@journalofnucmed
@jasminesukumar

Top Mentioned in G8:
@isttumori
@mgeanta
@inomedro
@i3lung
@prelajarsela
@eu_commission
@tumorij
@wearemedsir
@insilicotrials
@hpe

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

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

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

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

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

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

Top Tweeters in G4:
@ensregistry
@vickyyyf
@_is_a_trickster
@c_ster
@drnitinchaube
@uthealth_sbmi
@newswiretoday
@addictivebrain
@technavio
@nih_nccih

Top Tweeters in G5:
@nbcla
@nbcwashington
@maxinepatterson
@nbc10boston
@danafarber
@aleneziahmed1
@alokdoctor
@envywithnyang
@drjavallejo
@childrensnatl

Top Tweeters in G6:
@calzole
@singlecellmedia
@on_alergias
@healthdevice
@carga_viral
@neb_antib_news
@antibioticsbot
@drjaume1
@unileiden
@laliguecancer

Top Tweeters in G7:
@pollinus66
@nicolekuderer
@asco
@sorena997
@gary_lyman
@itsnot_pink
@mayocancercare
@montypal
@silke4senate
@nazlidizman

Top Tweeters in G8:
@pyscalellc
@masazumi_koga
@eu_commission
@wilopez88
@hpe
@storageninja
@bharathsudar
@parpinellivo
@airc_it
@cneumeyer

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

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


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