personalizedmedicine, Twitter, 9/24/2021 3:18:50 AM, 262724


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personalizedmedicine_2021-09-23_19-43-00.xlsx
personalizedmedicine_2021-09-23_19-43-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 24, 2021
Short Description:
personalizedmedicine via NodeXL https://bit.ly/3EJZE9j
@rafael52987
@journalbio
@pmedcast
@danieljdrucker
@dnaed_tech
@developerbot_v1
@binfotrends
@segol60
@godfrey_g_
@dosisinc

Top hashtags:
#personalizedmedicine
#machinelearning
#digitalhealth

Description:
Description
The graph represents a network of 1,074 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, 24 September 2021 at 02:45 UTC.

The requested start date was Friday, 24 September 2021 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 83-day, 11-hour, 59-minute period from Thursday, 01 July 2021 at 08:00 UTC to Wednesday, 22 September 2021 at 20:00 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 : 1074
Unique Edges : 734
Edges With Duplicates : 2319
Total Edges : 3053
Number of Edge Types : 5
Retweet : 965
MentionsInRetweet : 1287
Tweet : 406
Mentions : 372
Replies to : 23
Self-Loops : 513
Reciprocated Vertex Pair Ratio : 0.054635761589404
Reciprocated Edge Ratio : 0.103610675039246
Connected Components : 218
Single-Vertex Connected Components : 86
Maximum Vertices in a Connected Component : 420
Maximum Edges in a Connected Component : 1877
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.721324
Graph Density : 0.00110551699840854
Modularity : 0.407313
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,074 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, 24 September 2021 at 02:45 UTC.

The requested start date was Friday, 24 September 2021 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 83-day, 11-hour, 59-minute period from Thursday, 01 July 2021 at 08:00 UTC to Wednesday, 22 September 2021 at 20:00 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:
[68] https://www.ecseq.com/blog/2020/Automate-your-Twist-Human-Core-Exome-Kit-Data-Analysis-with-the-Seamless-NGS-Platform?utm_source=Twitter&utm_medium=Tweet&utm_campaign=Twist_Twitter_Promo
[39] https://medicaltransformationcenter.com/personalized-medicine/
[23] https://www.cureus.com/articles/58410-utilizing-artificial-intelligence-in-critical-care-adding-a-handy-tool-to-our-armamentarium
[15] https://terasaki.org/institute/
[9] https://aipocrates.org/2021/09/05/una-vision-general-de-la-inteligencia-artificial-en-neurologia/amp/?__twitter_impression=true
[9] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41591-020-1045-7
[9] https://scienceforhealth.eu
[7] https://scientifica.ch/ausstellungen/personalisierte-medizin-durch-kuenstliche-intelligenz/
[6] https://ccforum.biomedcentral.com/articles/10.1186/s13054-020-2785-y
[6] https://jnm.snmjournals.org/content/early/2021/07/22/jnumed.120.251512

Top URLs in Tweet in G1:
[39] https://medicaltransformationcenter.com/personalized-medicine/
[4] https://personalizedmedicine.conferenceseries.com
[4] https://www.ciscrp.org/events/webinars/wow-15-minute-flash-webinars/
[3] https://www.icrmc.org/
[2] https://www.linkedin.com/slink?code=dAEHGsi
[2] https://ellumen.com/ais-role-in-personalized-medicine/
[1] https://www.sciencerepository.org/ex-vivo-modelling-of-therapy-efficacy-for-rare-krukenberg-tumors_COR-2020-7-101
[1] https://www.healthcareitnews.com/news/aws-leader-talks-about-technologies-needed-take-precision-medicine-next-level?utm_content=171229608&utm_medium=social&utm_source=twitter&hss_channel=tw-1684072178
[1] https://jeccr.biomedcentral.com/articles/10.1186/s13046-021-01981-z
[1] https://twitter.com/myESMO/status/1412354409565241344

Top URLs in Tweet in G2:
[22] https://www.cureus.com/articles/58410-utilizing-artificial-intelligence-in-critical-care-adding-a-handy-tool-to-our-armamentarium
[9] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41591-020-1045-7
[8] https://aipocrates.org/2021/09/05/una-vision-general-de-la-inteligencia-artificial-en-neurologia/amp/?__twitter_impression=true
[6] https://ccforum.biomedcentral.com/articles/10.1186/s13054-020-2785-y
[2] https://www.cureus.com/articles/30942-artificial-intelligence-in-modern-medicine---the-evolving-necessity-of-the-present-and-role-in-transforming-the-future-of-medical-care
[1] https://digitalpatientsafety.com/
[1] https://twitter.com/DHPSP/status/1362315646197972996
[1] https://digitalpatientsafety.com/impacts-of-biomedical-hashtag-based-twitter-campaign-dhpsp-utilization-for-promotion-of-open-innovation-in-digital-health-patient-safety-and-personalized-medicine/
[1] https://twitter.com/HospitalsTalkTo/status/1423648051659513856
[1] https://twitter.com/Bio_Lab_UNIVPM/status/1425414885895196674

Top URLs in Tweet in G3:
[6] https://www.marketsandmarkets.com/Market-Reports/single-cell-analysis-market-171955254.html
[5] https://www.pmedcast.com/2021/09/01/ep30/
[5] https://www.pmedcast.com/2021/08/11/ep029/
[2] https://www.pmedcast.com/2021/09/22/radiology-and-personalized-medicine/
[2] https://www.pmedcast.com/2020/04/22/e10/
[2] https://www.pmedcast.com/2021/06/16/ep27/
[2] https://www.marketsandmarkets.com/Market-Reports/in-vivo-toxicology-testing-market-105308811.html
[2] https://datamatters.org/
[2] https://www.marketsandmarkets.com/Market-Reports/humanized-mouse-model-market-131763955.html
[1] https://medium.com/@mehar1797/genetic-influence-on-psychiatric-diseases-a-risky-business-6cbeb872b404

Top URLs in Tweet in G4:
[3] https://www.healthitanswers.net/studies-surveys-and-reports-what-can-we-learn-081321/
[2] https://www.outsourcing-pharma.com/Article/2021/07/20/Most-patients-confident-in-personalized-medicine-survey
[2] https://healthcareglobal.com/technology-and-ai/introducing-dosis-ai-powered-dosing-platform
[2] https://www.healio.com/news/pulmonology/20210901/key-factors-affect-net-clinical-benefit-of-addon-inhaled-corticosteroids-to-copd-therapy?utm_medium=social&utm_source=twitter&utm_campaign=scheduledpost
[2] https://www.healio.com/news/pulmonology/20210901/key-factors-affect-net-clinical-benefit-of-addon-inhaled-corticosteroids-to-copd-therapy
[1] https://aipocrates.org/2021/09/05/una-vision-general-de-la-inteligencia-artificial-en-neurologia/amp/?__twitter_impression=true
[1] https://twitter.com/AIMedHQ/status/1424764937537265667
[1] https://www.businesswire.com/news/home/20210720005319/en/Dosis-Survey-Large-Majority-of-Patients-Confident-About-Personalized-Medicine
[1] https://www.healio.com/news/nephrology/20210820/artificial-intelligencefocused-company-expands-kidney-care-platform-with-anemia-care-tool
[1] https://drugstorenews.com/survey-patients-value-personalized-medicine

Top URLs in Tweet in G5:
[1] https://twitter.com/nancyspoint/status/1433495608447410185
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.annalsofoncology.org%2Farticle%2FS0923-7534%2821%2902047-0%2Ffulltext&rc=0
[1] https://www.practiceupdate.com/content/better-qol-with-lower-dose-nab-paclitaxel/123562
[1] https://twitter.com/AdvocateCollab/status/1417237252032237601
[1] https://www.onclive.com/view/adjuvant-advances-shine-at-asco-2021
[1] https://link.springer.com/epdf/10.1007/s11864-021-00879-4?sharing_token=Y_SN0qT304KQGk95N5vtD_e4RwlQNchNByi7wbcMAY4lB-cG1u6Vj7TRrswE_lS8SzdGZvMytffHG04QBYyxKq4X4JdMna5ICunc2gHmdJRdjFR9FOYwSTZ_VoDe0kd48LI0D7kGj4FjPtwpVXxnvS962Igxo03KVsCljG-L154%3D
[1] https://twitter.com/elizabethprsic/status/1412546120715313161
[1] https://twitter.com/drjnaidoo/status/1418825730109157383
[1] https://twitter.com/draanacasas/status/1414722936666214403

Top URLs in Tweet in G6:
[1] https://febs.onlinelibrary.wiley.com/doi/10.1002/1878-0261.13033
[1] http://buff.ly/2YDqkIk?HootPostID=777eedfa-e6f6-4450-a1f4-93f439a40626&Socialprofile=wileyonc_hem&Socialnetwork=twitter
[1] https://care.diabetesjournals.org/content/early/2021/07/22/dc21-0162

Top URLs in Tweet in G7:
[2] https://www.linkedin.com/slink?code=dXe8Ehy
[2] https://www.linkedin.com/slink?code=dtY2sHWu
[2] https://www.stjude.org/research/why-st-jude/data-tools/childhood-solid-tumor-network.html
[2] https://www.cohenveteransbioscience.org/2021/04/26/tbi-new-roadmap-advancing-treatment/
[1] https://www.isber.org/page/ISBER2021Symposium
[1] https://www.biobanking.com/importance-of-cooperation-between-academic-biobanks-and-biomedical-industry-for-accelerating-personalized-medicine/
[1] https://jnm.snmjournals.org/content/early/2021/07/22/jnumed.120.251512
[1] https://bio-integration.org/call-for-papers-2/
[1] https://www.kcl.ac.uk/news/kings-college-london-and-gsk-new-cancer-research-collaboration
[1] https://www.clinicallabmanager.com/trends/precision-medicine/companion-and-complementary-diagnostics-in-oncology-and-beyond-356?utm_content=178719618&utm_medium=social&utm_source=twitter&hss_channel=tw-1076156554137628673

Top URLs in Tweet in G8:
[1] https://www.fromtestingtotargetedtreatments.org/no-two-people-are-the-same/
[1] https://synapse.pfmd.org/events/visualising-the-patient-pathway-in-precision-medicine-the-identification-of-barriers-and-best-practices-across-different-stakeho?utm_source=twitter&utm_medium=post&utm_campaign=peof2021&utm_term=ft3
[1] https://www.fromtestingtotargetedtreatments.org/this-is-the-next-generation-of-healthcare/
[1] https://twitter.com/360dxnews/status/1438513315991359507
[1] https://www.personalizedmedicinecoalition.org/Congressional_Caucus/OriginsPurpose
[1] http://www.personalizedmedicineconference.org/registration/patient-scholarships/
[1] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzM4MTE0Nw==
[1] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzQwMzgyMg==

Top URLs in Tweet in G9:
[2] https://www.healthlynked.com/doclynk/
[2] https://venturebeat.com/2021/07/04/21-ways-medical-digital-twins-will-transform-healthcare/
[1] https://www.healthlynked.com/presstype/healthlynked-corp-announces-the-addition-of-paul-hobaica-m-d-and-sam-diasti-m-d-to-its-medical-advisory-board/2021/08/
[1] https://oohvie.com/version-2-features/
[1] https://www.healthlynked.com/what-is-ashwagandha/
[1] https://www.healthlynked.com/is-there-science-behind-homeopathic-remedies/
[1] https://www.healthlynked.com/is-your-plant-based-diet-healthy/
[1] https://www.healthlynked.com/know-before-you-go-preparing-for-your-first-mammogram/
[1] https://www.medofficedirect.com/
[1] https://www.healthlynked.com/provider-profile-request/

Top Domains
Top Domains in Tweet in Entire Graph:
[68] ecseq.com
[53] twitter.com
[39] medicaltransformationcenter.com
[37] linkedin.com
[27] cureus.com
[22] pmedcast.com
[15] nature.com
[15] youtube.com
[15] terasaki.org
[14] scienceforhealth.eu

Top Domains in Tweet in G1:
[39] medicaltransformationcenter.com
[10] linkedin.com
[9] twitter.com
[5] conferenceseries.com
[5] ciscrp.org
[4] youtube.com
[3] icrmc.org
[3] mastercontrol.com
[2] empoweredpatientradio.com
[2] genomind.com

Top Domains in Tweet in G2:
[26] cureus.com
[9] nature.com
[9] aipocrates.org
[6] biomedcentral.com
[5] twitter.com
[2] digitalpatientsafety.com
[2] linkedin.com
[1] jobrxiv.org

Top Domains in Tweet in G3:
[21] pmedcast.com
[10] marketsandmarkets.com
[4] twitter.com
[2] datamatters.org
[1] medium.com
[1] olink.com
[1] news-medical.net
[1] selectscience.net
[1] seekingalpha.com
[1] fraunhofer.de

Top Domains in Tweet in G4:
[5] healio.com
[3] healthitanswers.net
[2] twitter.com
[2] outsourcing-pharma.com
[2] healthcareglobal.com
[1] aipocrates.org
[1] businesswire.com
[1] drugstorenews.com
[1] mobilehealthtimes.com
[1] aiin.healthcare

Top Domains in Tweet in G5:
[5] twitter.com
[1] elsevierhealth.com
[1] practiceupdate.com
[1] onclive.com
[1] springer.com

Top Domains in Tweet in G6:
[1] wiley.com
[1] buff.ly
[1] diabetesjournals.org

Top Domains in Tweet in G7:
[4] linkedin.com
[3] clinicallabmanager.com
[3] drugtargetreview.com
[2] stjude.org
[2] cohenveteransbioscience.org
[1] isber.org
[1] biobanking.com
[1] snmjournals.org
[1] bio-integration.org
[1] ac.uk

Top Domains in Tweet in G8:
[2] fromtestingtotargetedtreatments.org
[2] informz.net
[1] pfmd.org
[1] twitter.com
[1] personalizedmedicinecoalition.org
[1] personalizedmedicineconference.org

Top Domains in Tweet in G9:
[8] healthlynked.com
[4] venturebeat.com
[2] proyectomedea.es
[1] oohvie.com
[1] medofficedirect.com
[1] twitter.com
[1] statnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[825] personalizedmedicine
[228] machinelearning
[209] digitalhealth
[167] artificialintelligence
[165] dhpsp
[152] meded
[150] healthcareai
[150] imagingai
[148] smarthit
[144] isaml



Top Hashtags in Tweet in G1:
[149] personalizedmedicine
[20] precisionmedicine
[14] transformlouisville
[12] healthcare
[8] cancer
[7] ai
[7] genetics
[6] cancerresearch
[6] health
[6] webinar

Top Hashtags in Tweet in G2:
[189] machinelearning
[165] personalizedmedicine
[158] dhpsp
[157] digitalhealth
[147] artificialintelligence
[140] healthcareai
[140] imagingai
[139] smarthit
[135] isaml
[130] meded

Top Hashtags in Tweet in G3:
[56] personalizedmedicine
[30] precisionmedicine
[18] machinelearning
[16] genomics
[14] datamatters
[12] biotech
[11] aacr
[9] genetics
[9] research
[9] bioinformatics

Top Hashtags in Tweet in G4:
[29] personalizedmedicine
[9] digitalhealth
[8] machinelearning
[8] meded
[8] copd
[7] artificialintelligence
[7] globalhealth
[6] redaichat
[6] isaml
[6] healthcareai

Top Hashtags in Tweet in G5:
[21] personalizedmedicine
[14] bcsm
[10] breastcancer
[5] metastaticbreastcancer
[4] therightdose
[3] metastatic
[3] asco21
[3] supponc
[1] mtnbc
[1] onesizefitsnoone

Top Hashtags in Tweet in G6:
[4] personalizedmedicine
[3] healthcare
[2] nsclc
[2] lungcancer
[1] digitalhealth
[1] medicine
[1] mhealth
[1] ehealth
[1] precisionmedicine
[1] genomics

Top Hashtags in Tweet in G7:
[39] personalizedmedicine
[10] hcm
[6] medicine
[5] genomics
[4] biobanks
[4] health
[3] biomedical
[3] icco
[3] precisionmedicine
[3] artificialintelligence

Top Hashtags in Tweet in G8:
[19] personalizedmedicine
[14] medicine
[3] healthcare
[2] peof
[1] lungcancer
[1] worldlungcancerday
[1] oncology
[1] health
[1] pmconf

Top Hashtags in Tweet in G9:
[25] healthlynked
[25] personalizedmedicine
[24] healthcare
[20] digitalhealth
[14] ehealth
[13] wellness
[13] selfcare
[9] medicalcare
[7] raiseawareness
[7] healthquestions

Top Hashtags in Tweet in G10:
[1] personalizedmedicine
[1] scctprevent
[1] abcdef

Top Words
Top Words in Tweet in Entire Graph:
[822] #personalizedmedicine
[228] #machinelearning
[209] #digitalhealth
[198] rafael52987
[167] #artificialintelligence
[165] #dhpsp
[152] #meded
[150] #healthcareai
[150] #imagingai
[148] #smarthit

Top Words in Tweet in G1:
[149] #personalizedmedicine
[41] more
[29] call
[22] medicine
[21] find
[20] #precisionmedicine
[19] learn
[19] visit
[18] personalized
[17] website

Top Words in Tweet in G2:
[189] #machinelearning
[177] rafael52987
[165] #personalizedmedicine
[158] #dhpsp
[157] #digitalhealth
[147] #artificialintelligence
[140] #healthcareai
[140] #imagingai
[139] #smarthit
[135] #isaml

Top Words in Tweet in G3:
[56] #personalizedmedicine
[31] pmedcast
[30] #precisionmedicine
[28] cell
[23] single
[22] more
[20] check
[18] samir
[18] ounzain
[18] ispiyou

Top Words in Tweet in G4:
[29] #personalizedmedicine
[14] rafael52987
[10] much
[9] #digitalhealth
[9] patients
[8] #machinelearning
[8] #meded
[8] future
[8] care
[8] drjohnwhyte

Top Words in Tweet in G5:
[21] #personalizedmedicine
[14] #bcsm
[11] janicetnbcmets
[11] oncoalert
[10] #breastcancer
[9] person
[8] qol
[8] using
[8] maryam_lustberg
[7] residual

Top Words in Tweet in G6:
[19] atocha
[19] romero
[19] colleagues
[19] liquidbiopsylab
[19] identify
[19] mechanisms
[19] resistance
[19] alk
[19] inhibitors
[19] using

Top Words in Tweet in G7:
[39] #personalizedmedicine
[13] therapy
[13] gene
[13] exciting
[12] personalized
[12] targeted
[11] becoming
[10] hcmbeat
[10] hcm
[10] reality

Top Words in Tweet in G8:
[29] targeted
[28] program
[19] ft3program
[19] #personalizedmedicine
[15] testing
[15] reality
[14] welcome
[14] ft3
[14] treatments
[14] collective

Top Words in Tweet in G9:
[25] healthlynked1
[25] #healthlynked
[25] #personalizedmedicine
[24] #healthcare
[20] #digitalhealth
[14] #ehealth
[13] #wellness
[13] #selfcare
[9] 21
[9] ways

Top Words in Tweet in G10:
[22] amazing
[22] talk
[22] rblument1
[22] cac
[22] used
[22] identify
[22] pts
[22] benefit
[22] therapies
[22] high

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[162] #digitalhealth,#personalizedmedicine
[150] #imagingai,#artificialintelligence
[148] #artificialintelligence,#machinelearning
[147] #smarthit,#imagingai
[144] #isaml,#healthcareai
[142] #healthcareai,#smarthit
[135] #redaichat,#isaml
[130] #globalhealth,#meded
[128] #machinelearning,#globalhealth
[127] #personalizedmedicine,#bigdata

Top Word Pairs in Tweet in G1:
[24] #personalizedmedicine,call
[17] visit,website
[13] call,today
[12] personalized,medicine
[11] learn,more
[10] thinking,#personalizedmedicine
[10] #personalizedmedicine,visit
[10] website,learn
[10] more,#transformlouisville
[9] today,find

Top Word Pairs in Tweet in G2:
[145] #digitalhealth,#personalizedmedicine
[140] #imagingai,#artificialintelligence
[138] #smarthit,#imagingai
[137] #artificialintelligence,#machinelearning
[135] #isaml,#healthcareai
[133] #healthcareai,#smarthit
[126] #redaichat,#isaml
[119] #globalhealth,#meded
[118] #machinelearning,#globalhealth
[117] #personalizedmedicine,#bigdata

Top Word Pairs in Tweet in G3:
[23] single,cell
[18] samir,ounzain
[18] ounzain,ispiyou
[15] hyper,personalized
[15] #precisionmedicine,#genomics
[12] read,more
[11] #genomics,#aacr
[10] personalized,medicines
[9] one,#datamatters
[9] #datamatters,instructors

Top Word Pairs in Tweet in G4:
[8] predictors,net
[8] net,clinical
[8] clinical,benefit
[8] benefit,adding
[8] adding,inhaled
[8] inhaled,corticosteroids
[8] corticosteroids,laba
[8] laba,lama
[8] lama,therapy
[8] therapy,#copd

Top Word Pairs in Tweet in G5:
[7] #bcsm,oncoalert
[7] oncoalert,#personalizedmedicine
[7] #personalizedmedicine,using
[7] using,residual
[7] residual,disease
[7] disease,#breastcancer
[7] #breastcancer,findings
[7] findings,advanced
[7] advanced,greatly
[6] special,thanks

Top Word Pairs in Tweet in G6:
[19] atocha,romero
[19] romero,colleagues
[19] colleagues,liquidbiopsylab
[19] liquidbiopsylab,identify
[19] identify,mechanisms
[19] mechanisms,resistance
[19] resistance,alk
[19] alk,inhibitors
[19] inhibitors,using
[19] using,ngs

Top Word Pairs in Tweet in G7:
[10] targeted,gene
[10] gene,therapy
[10] therapy,hcm
[10] hcm,becoming
[10] becoming,reality
[10] reality,exciting
[10] exciting,times
[10] times,treatment
[10] treatment,#hcm
[10] #hcm,#personalizedmedicine

Top Word Pairs in Tweet in G8:
[14] welcome,ft3
[14] ft3,testing
[14] testing,targeted
[14] targeted,treatments
[14] treatments,program
[14] program,collective
[14] collective,program
[14] program,make
[14] make,targeted
[14] targeted,#medicine

Top Word Pairs in Tweet in G9:
[12] #personalizedmedicine,#digitalhealth
[11] #digitalhealth,#ehealth
[9] 21,ways
[9] #ehealth,#medicalcare
[8] #medicalcare,#selfcare
[7] #healthcare,#healthquestions
[6] twins,transform
[6] #selfcare,#raiseawareness
[5] transform,#healthcare
[5] #medofficedirect,#healthlynked

Top Word Pairs in Tweet in G10:
[22] amazing,talk
[22] talk,rblument1
[22] rblument1,cac
[22] cac,used
[22] used,identify
[22] identify,pts
[22] pts,benefit
[22] benefit,therapies
[22] therapies,high
[21] ronblankstein,amazing

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@rafael52987
@twistbioscience
@ecseq
@pmedcast
@dhpsp
@_atanas_
@sciforhealth
@aipocrates
@healthlynked1
@journalofnucmed

Top Mentioned in G1:
@journalofexper1
@pharmaexcipient

Top Mentioned in G2:
@rafael52987
@dhpsp
@_atanas_
@aipocrates
@s_jungmann
@alexajim7
@juanitakremer
@shimaghavimimd
@jdrayapudi
@hepatomares

Top Mentioned in G3:
@pmedcast
@ispiyou
@haya_lncrna
@checkedit1
@unc
@yagensky
@thencds
@permedcoe
@strataoncology
@nabsicle

Top Mentioned in G4:
@rafael52987
@drjohnwhyte
@dosisinc
@lancetdigitalh
@healiopulm
@drpouratian
@utswneurosurg
@microsoft
@danicmbelg
@gohealio

Top Mentioned in G5:
@janicetnbcmets
@oncoalert
@maryam_lustberg
@advocatecollab
@coffeemommy
@juliebrahmer
@erikahamilton9
@jillfeldman4
@the_rightdose
@martha__carlson

Top Mentioned in G6:
@liquidbiopsylab
@moloncology
@danieljdrucker
@mkashaboina

Top Mentioned in G7:
@hcmbeat
@biobankingcom
@isber_org
@uhnbiospecimen
@sciam
@gsk
@kingscollegelon
@iccoyour
@journalofnucmed
@pmedcast

Top Mentioned in G8:
@ft3program
@permedcoalition
@janssenus
@lungcancereu

Top Mentioned in G9:
@healthlynked1
@venturebeat
@proyectomedea
@icpermed
@inube_ext
@medappsab
@usmansattarmd
@mkashaboina
@ronald_vanloon

Top Mentioned in G10:
@rblument1
@ronblankstein
@heart_scct

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@ejlazar
@sudeepkhatri
@cybersecurityn8
@artificialbra1n
@discovertech3
@morolswediu
@hubofml
@dataaugmented

Top Tweeters in G1:
@_timos_
@darshantalks
@drjkahn
@fasb82618863
@keniji
@jodeldeauna
@twittmanda
@adamtabriz
@researchmarkets
@icahnmountsinai

Top Tweeters in G2:
@sectest9
@sudeepkhatri
@cybersecurityn8
@discovertech3
@morolswediu
@hubofml
@dataaugmented
@fabriciosx
@coderretweet
@ecuabot

Top Tweeters in G3:
@andrewmorrisuk
@calcaware
@jpc268
@pythonexpertbot
@codewithtwitchi
@compchembiobot
@singlecellmedia
@unc
@binfotrends
@stoofer_page

Top Tweeters in G4:
@godfrey_g_
@thembarajuili
@copd_research
@webmd
@mainesahara
@healthitanswers
@gohealio
@sanders_cindy
@himss
@drugstorenews

Top Tweeters in G5:
@arieltmma
@jackwarner16
@btrfly12
@oncoalert
@genperisi
@glopesmd
@coffeemommy
@segol60
@itsnot_pink
@gary_lyman

Top Tweeters in G6:
@jimjohnsonsci
@n23pai
@askdrshashank
@ourwaroncancer
@angelazpeitia
@danieljdrucker
@preventivebot
@estebanjodar
@crisirenedlm
@rfradaeli

Top Tweeters in G7:
@sciam
@ronaldpetrovich
@gsk
@liebertpub
@kingscollegelon
@isber_org
@cohenbioscience
@niazjalal
@kenchecicki
@hicho09

Top Tweeters in G8:
@annemichie5
@andyblizzard87
@robjacobs59
@mrajmersinghsa1
@neil_runkel
@margiesherlock
@asomersetswede
@janssenus
@yassinedurand
@nbrooke

Top Tweeters in G9:
@researchmrx
@caring_mobile
@vrretweeter
@venturebeat
@natrellabot
@ronald_vanloon
@andresvilarino
@delltechhealth
@usmansattarmd
@itconnecter

Top Tweeters in G10:
@anastasiasmihai
@drmarthagulati
@alohameavemd
@drtoniyasingh
@drryanpdaly
@samrrazamd
@khurramn1
@rblument1
@cardioacademic
@seamistmermaid


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