personalizedmedicine, Twitter, 11/13/2020 3:56:36 AM, 240284


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personalizedmedicine_2020-11-12_19-46-27.xlsx
personalizedmedicine_2020-11-12_19-46-27.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 13, 2020
Short Description:
personalizedmedicine via NodeXL https://bit.ly/3pkI1W5
@journalbio
@fmfrancoise
@pmedcast
@permedcoalition
@dnaed_tech
@stephtweetchat
@bsc_cns
@eu_commission
@axiomedix
@takedapharma

Top hashtags:
#personalizedmedicine
#digitalhealth
#precisionmedicine
#cancer

Description:
Description
The graph represents a network of 1,209 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, 13 November 2020 at 03:49 UTC.

The requested start date was Friday, 13 November 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 72-day, 6-hour, 45-minute period from Tuesday, 01 September 2020 at 06:59 UTC to Thursday, 12 November 2020 at 13:44 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 : 1209
Unique Edges : 822
Edges With Duplicates : 2010
Total Edges : 2832
Number of Edge Types : 5
Retweet : 817
MentionsInRetweet : 1169
Tweet : 374
Mentions : 457
Replies to : 15
Self-Loops : 385
Reciprocated Vertex Pair Ratio : 0.0488338192419825
Reciprocated Edge Ratio : 0.0931202223766504
Connected Components : 224
Single-Vertex Connected Components : 76
Maximum Vertices in a Connected Component : 380
Maximum Edges in a Connected Component : 1245
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.682633
Graph Density : 0.000985297903691409
Modularity : 0.50047
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,209 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, 13 November 2020 at 03:49 UTC.

The requested start date was Friday, 13 November 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 72-day, 6-hour, 45-minute period from Tuesday, 01 September 2020 at 06:59 UTC to Thursday, 12 November 2020 at 13:44 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:
[82] https://digitalpatientsafety.com/collaborative-research-aiming-twitter-based-manuscripts-preparation/
[21] https://www.pmedcast.com/2020/08/05/episode-017/
[20] https://twitter.com/i/lists/1326737606068080640
[14] https://medicaltransformationcenter.com/personalized-medicine/
[9] https://www.linkedin.com/posts/vaclavkirsner_clinicalresearch-medicaldevice-endometriosis-activity-6700906547570102272-Csom
[8] https://wordpress.com/page/biozhena.wordpress.com/7382
[8] https://www.longdom.com/webinars/personalizedmedicine
[7] https://cancercelltreatment.com/2019/02/20/traveling-for-cancer-treatments/
[6] https://www.pmedcast.com/2020/10/28/e018/
[6] https://biotech-atelier.com

Top URLs in Tweet in G1:
[82] https://digitalpatientsafety.com/collaborative-research-aiming-twitter-based-manuscripts-preparation/
[20] https://twitter.com/i/lists/1326737606068080640
[2] https://www.linkedin.com/pulse/social-media-atanas-g-atanasov/
[1] https://digitalpatientsafety.com/an-introductory-overview-of-image-based-computational-modeling-in-personalized-cardiovascular-medicine/
[1] https://www.sciencedirect.com/science/article/pii/S1756464620303704

Top URLs in Tweet in G2:
[14] https://medicaltransformationcenter.com/personalized-medicine/
[3] https://www.medisca.com/pages/scheduleappointment.aspx
[2] https://www.foley.com/en/insights/publications/2020/08/does-payer-coverage-drive-genomic-test-utilization?utm_source=Twitter&utm_medium=Social
[1] https://www.medacta.com/US/myshoulder
[1] https://www.linkedin.com/slink?code=g-bMK_r
[1] https://medicalresearch.com/
[1] https://medicalresearch.com/hepatitis-liver-disease/polygenic-diagnostic-testing-helps-determine-risk-of-drug-induced-liver-disease/55351/
[1] https://www.studyfinds.org/genetics-influence-wound-infection-healing-time/
[1] https://medicalxpress.com/news/2020-09-genetics-personalized-medicine-cardiovascular-disease.html?_scpsug=crawled,8784785,en_5b707575b50bf323967a9b3a4455f4a8c3898f597601a333b9bcd40551ba84ab#_scpsug=crawled,8784785,en_5b707575b50bf323967a9b3a4455f4a8c3898f597601a333b9bcd40551ba84ab
[1] https://wittysparks.com/precision-medicine-and-its-successful-approaches/

Top URLs in Tweet in G3:
[6] https://www.frontiersin.org/articles/10.3389/fneur.2020.00860/full
[6] https://cancercelltreatment.com/2019/02/20/traveling-for-cancer-treatments/
[4] https://academic.oup.com/ndt/advance-article/doi/10.1093/ndt/gfaa213/5934837
[3] https://cancercelltreatment.com/2020/08/07/promising-treatments-in-cancer-care-microbiome/
[3] https://cancercelltreatment.com/2018/08/13/binaural-beats-the-power-of-sound/
[3] https://cancercelltreatment.com/2015/01/13/the-future-of-cancer-treatments-a-new-paradigm/
[2] https://www.pmedcast.com/2020/08/05/episode-017/
[2] https://industrywired.com/how-could-precision-medicine-be-assistive-in-managing-pandemics/
[2] https://buff.ly/3i3SHTO
[2] https://read.qxmd.com/read/32987391/a-novel-variant-in-g6pd-c-1375c-g-identified-from-a-hispanic-neonate-with-extreme-hyperbilirubinemia-and-low-g6pd-enzymatic-activity

Top URLs in Tweet in G4:
[6] https://journals.lww.com/oncology-times/Fulltext/2020/10050/Personalized_Medicine_Coalition_Releases_New.6.aspx
[2] https://www.statnews.com/2020/09/25/personalized-medicine-two-trump-administration-proposals/
[1] https://synapse.pfmd.org/blog/covid-19/covid-19-and-personalized-medicine-current-status-and-lessons-learned-2/484
[1] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzA5NTk1Ng==
[1] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzA2NDE2OQ==
[1] http://www.personalizedmedicinecoalition.org/Education/More_Than_a_Number
[1] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzEyOTcwMA==
[1] https://twitter.com/MJHLifeSciences/status/1308439505419087872
[1] https://www.pcorievents.org/event/51ce5d4e-230e-45a3-b2be-41eb5a3a4857/regProcessStep1:a8b1f4ea-6c09-43e6-aa0e-0ab9d0a3624d?RefId=PromotionAgenda
[1] https://www.eventbrite.com/e/covid-19-and-personalized-medicine-current-status-and-lessons-learned-tickets-113660826592

Top URLs in Tweet in G5:
[19] https://www.pmedcast.com/2020/08/05/episode-017/
[6] https://www.pmedcast.com/2020/10/28/e018/
[3] https://www.tenthpin.com/insights/patient-centric-value-chains-for-cell-and-gene-therapy-market-create-significant-challenges-in-system-integrations-2/
[2] http://www.biodecoded.com/2020/10/21/daily-digest-october-21-2020/
[2] https://healthitanalytics.com/news/big-data-initiative-will-advance-pediatric-cancer-precision-medicine
[2] https://healthitanalytics.com/news/deep-learning-algorithm-could-enhance-genomic-sequencing
[1] https://s3.amazonaws.com/ingentium-kb1/charisma-podcasts/pmkb/data/cea989b0-d7c1-11ea-a81b-a2725a62e3c2.mp3?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.pmedcast.com/2020/01/09/episode-004-improving-patient-recruitment-for-clinical-trials-with-christian-erb/
[1] https://www.pmedcast.com/2020/05/20/ep012-dr-o-neill-reproductive-medicine/
[1] https://www.pmedcast.com/2020/11/11/e019/

Top URLs in Tweet in G6:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=239665
[1] https://www.bihealth.org/en/notices/improving-european-healthcare-through-cell-based-interceptive-medicine-1/
[1] https://twitter.com/MDC_Berlin/status/1302986180603121676
[1] https://www.bsc.es/news/bsc-news/the-ec-approves-two-new-centres-excellence-high-performance-computing-applications-led-bsc
[1] https://lifetime-initiative.eu/join-us/
[1] https://twitter.com/FETFX_EU/status/1321375871203221504
[1] https://thescientistschannel.com/sofia-forslund
[1] https://twitter.com/BSC_CNS/status/1300368245573259265

Top URLs in Tweet in G7:
[8] https://www.longdom.com/webinars/personalizedmedicine
[3] https://mlfpm.eu/2nd-summer-school/
[2] https://www.news-medical.net/news/20200903/Scientists-identify-genetic-risk-factors-underlying-penicillin-allergy.aspx
[2] https://sig-drugdesign2020.github.io/
[2] https://datamatters.org/
[1] https://www.indiegogo.com/projects/genomes-io-become-a-founding-user-of-our-dna-bank#/
[1] https://www.genomes.io/blog/post/your-mobile-app-10
[1] https://www.thebusinessresearchcompany.com/report/artificial-intelligence-ai-in-drug-discovery-global-market-report-2020-30-covid-19-growth-and-change
[1] https://www.bmt-congress.de/en

Top URLs in Tweet in G8:
[9] https://www.linkedin.com/posts/vaclavkirsner_clinicalresearch-medicaldevice-endometriosis-activity-6700906547570102272-Csom
[8] https://wordpress.com/page/biozhena.wordpress.com/7382
[4] https://www.linkedin.com/slink?code=gZRiMG9
[4] http://link.springer.com/10.1007/978-3-030-35727-6_5
[3] https://biozhena.wordpress.com/how-the-ovulona-will-help-physicians-manage-womens-health-issues/
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2939757/
[2] https://biozhena.wordpress.com/why-folliculogenesis-in-vivo/
[2] https://medium.com/@luisroyeromeneses/salud-digital-ehealth-y-telemedicina-por-qu%C3%A9-los-pacientes-no-usan-mi-app-a0659aa28a9e
[1] https://twitter.com/bioZhena/status/1314707179581169666
[1] https://biozhena.wordpress.com/2008/01/11/about-the-edd-andor-edc-issue-and-a-request-for-input-from-readers/

Top URLs in Tweet in G9:
[1] https://www.aamulehti.fi/a/decc877d-cc46-4abd-adbf-ef57f5d4fb1c
[1] https://twitter.com/nobelprize/status/1313778075356798976

Top Domains
Top Domains in Tweet in Entire Graph:
[83] digitalpatientsafety.com
[73] twitter.com
[46] linkedin.com
[38] mtmweb.biz
[32] pmedcast.com
[25] nih.gov
[22] cancercelltreatment.com
[14] wordpress.com
[14] medicaltransformationcenter.com
[12] acast.com

Top Domains in Tweet in G1:
[83] digitalpatientsafety.com
[20] twitter.com
[2] linkedin.com
[1] sciencedirect.com

Top Domains in Tweet in G2:
[14] medicaltransformationcenter.com
[6] twitter.com
[5] linkedin.com
[3] youtube.com
[3] medisca.com
[3] marketsandmarkets.com
[2] foley.com
[2] medicalresearch.com
[2] anovaevidence.com
[2] mdpi.com

Top Domains in Tweet in G3:
[17] cancercelltreatment.com
[6] frontiersin.org
[5] linkedin.com
[4] oup.com
[3] marketsandmarkets.com
[3] nweurope.eu
[3] scalablehealth.com
[3] ispor.org
[2] pmedcast.com
[2] industrywired.com

Top Domains in Tweet in G4:
[6] lww.com
[3] informz.net
[3] twitter.com
[2] statnews.com
[2] futureofpersonalhealth.com
[1] pfmd.org
[1] personalizedmedicinecoalition.org
[1] pcorievents.org
[1] eventbrite.com
[1] healio.com

Top Domains in Tweet in G5:
[30] pmedcast.com
[5] healthitanalytics.com
[4] nature.com
[3] tenthpin.com
[2] biodecoded.com
[1] amazonaws.com
[1] mdpi.com
[1] bsc.es
[1] eventbrite.com
[1] natlawreview.com

Top Domains in Tweet in G6:
[3] twitter.com
[1] nodexlgraphgallery.org
[1] bihealth.org
[1] bsc.es
[1] lifetime-initiative.eu
[1] thescientistschannel.com

Top Domains in Tweet in G7:
[8] longdom.com
[3] mlfpm.eu
[2] news-medical.net
[2] github.io
[2] datamatters.org
[1] indiegogo.com
[1] genomes.io
[1] thebusinessresearchcompany.com
[1] bmt-congress.de

Top Domains in Tweet in G8:
[14] wordpress.com
[13] linkedin.com
[4] springer.com
[3] nih.gov
[3] twitter.com
[2] medium.com
[1] prometheusresearch.com
[1] ampproject.org
[1] nature.com

Top Domains in Tweet in G9:
[1] aamulehti.fi
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[765] personalizedmedicine
[92] digitalhealth
[89] precisionmedicine
[72] cancer
[64] healthcare
[56] ai
[45] machinelearning
[42] oncology
[39] ehealth
[37] podcast



Top Hashtags in Tweet in G1:
[81] digitalhealth
[22] dhpsp
[5] personalizedmedicine
[3] patientsafety
[1] scicomm
[1] medtwitterai
[1] medtwitter
[1] healthtech
[1] wearables
[1] students_against_covid

Top Hashtags in Tweet in G2:
[97] personalizedmedicine
[6] healthcare
[6] genomics
[6] precisionmedicine
[6] research
[6] biotechnology
[5] genetics
[5] clinicaltrials
[4] compounding
[4] cancer

Top Hashtags in Tweet in G3:
[78] personalizedmedicine
[12] precisionmedicine
[11] lupus
[9] healthcare
[9] cancerfreeme
[8] ai
[8] iamapatient
[8] cancerchat
[7] oncology
[6] psoriasis

Top Hashtags in Tweet in G4:
[53] personalizedmedicine
[10] precisionmedicine
[9] covid19
[7] cancer
[6] pcori2020
[5] medicine
[5] oncology
[5] cancercare
[4] patientcentered
[3] covid_19

Top Hashtags in Tweet in G5:
[63] personalizedmedicine
[25] precisionmedicine
[20] machinelearning
[18] podcast
[15] oncology
[11] pharma
[11] healthcare
[10] biotech
[9] ai
[7] seasonfinale

Top Hashtags in Tweet in G6:
[7] personalizedmedicine
[4] microbiome
[4] cardiovascular
[2] precisionmedicine
[2] singlecell
[2] european
[1] healthcare
[1] digitalhealth
[1] cancer
[1] ai

Top Hashtags in Tweet in G7:
[20] personalizedmedicine
[12] genomics
[12] machinelearning
[11] newte
[10] webinar
[8] medicine
[8] pharmacovigilance
[8] artificialintelligence
[6] drugdiscovery
[5] datamatters

Top Hashtags in Tweet in G8:
[39] ehealth
[32] femtech
[30] personalizedmedicine
[16] folliculogenesis
[10] menstrualcycle
[10] fertility
[7] physicians
[7] impinv
[7] ai
[7] artificialintelligence

Top Hashtags in Tweet in G9:
[26] killcancer
[23] autonomousdriving
[9] personalizedmedicine
[2] laser
[1] bestlasersontheplanet
[1] staysafe

Top Hashtags in Tweet in G10:
[1] acced
[1] personalizedmedicine

Top Words
Top Words in Tweet in Entire Graph:
[764] #personalizedmedicine
[163] more
[142] based
[114] medicine
[113] research
[111] personalized
[109] twitter
[100] _atanas_
[92] #digitalhealth
[90] #precisionmedicine

Top Words in Tweet in G1:
[102] twitter
[100] based
[100] _atanas_
[82] collaborative
[82] research
[82] aiming
[82] manuscript
[82] preparation
[81] #digitalhealth
[71] #personalized

Top Words in Tweet in G2:
[97] #personalizedmedicine
[23] medicine
[16] personalized
[16] more
[12] call
[9] find
[8] patient
[8] read
[8] today
[7] research

Top Words in Tweet in G3:
[78] #personalizedmedicine
[26] cancer
[23] more
[15] drs
[13] co
[12] clinical
[12] #precisionmedicine
[12] discussing
[11] happy
[11] share

Top Words in Tweet in G4:
[53] #personalizedmedicine
[33] permedcoalition
[21] medicine
[20] personalized
[11] landscape
[11] discussion
[11] coalition
[10] program
[10] #precisionmedicine
[10] pmc

Top Words in Tweet in G5:
[63] #personalizedmedicine
[44] pmedcast
[30] season
[27] episode
[25] #precisionmedicine
[22] royalvoxpost
[20] #machinelearning
[20] developed
[18] #podcast
[17] algorithm

Top Words in Tweet in G6:
[15] bsc_cns
[15] eu_commission
[15] approves
[15] centres
[15] excellence
[15] applications
[15] bsc
[14] two
[14] hpc
[14] led

Top Words in Tweet in G7:
[22] deadline
[22] submit
[22] abstract
[22] special
[22] interest
[22] group
[22] drug
[22] design
[22] october
[22] 10th

Top Words in Tweet in G8:
[39] #ehealth
[32] #femtech
[29] #personalizedmedicine
[22] biozhena
[18] vivo
[17] better
[16] #folliculogenesis
[14] help
[14] high
[14] information

Top Words in Tweet in G9:
[26] #killcancer
[24] modulight
[23] #autonomousdriving
[20] orsila
[18] investoimme
[18] 23mâ
[18] ja
[18] palkkaamme
[18] 22
[18] ihmistã

Top Words in Tweet in G10:
[16] such
[16] honour
[16] doing
[16] accintouch
[16] session
[16] heart
[16] women's
[16] health
[16] friends
[16] mentors

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[82] collaborative,research
[82] research,aiming
[82] aiming,twitter
[82] twitter,based
[82] based,manuscript
[82] manuscript,preparation
[81] _atanas_,collaborative
[80] preparation,#digitalhealth
[71] #digitalhealth,#personalized
[56] personalized,medicine

Top Word Pairs in Tweet in G1:
[82] collaborative,research
[82] research,aiming
[82] aiming,twitter
[82] twitter,based
[82] based,manuscript
[82] manuscript,preparation
[81] _atanas_,collaborative
[80] preparation,#digitalhealth
[71] #digitalhealth,#personalized
[20] very,glad

Top Word Pairs in Tweet in G2:
[11] personalized,medicine
[8] read,more
[7] #personalizedmedicine,call
[5] visit,website
[4] genomic,testing
[4] considering,#personalizedmedicine
[4] call,today
[3] #compoundingpharmacy,#independentpharmacy
[3] #independentpharmacy,#personalizedmedicine
[3] #personalizedmedicine,#compounding

Top Word Pairs in Tweet in G3:
[11] happy,share
[11] author,trendsmolecmed
[11] trendsmolecmed,review
[11] review,co
[11] co,authored
[11] authored,drs
[11] drs,greg_szeto
[11] greg_szeto,violeta
[11] violeta,rus
[11] rus,discussing

Top Word Pairs in Tweet in G4:
[20] personalized,medicine
[11] medicine,coalition
[8] landscape,rapidly
[8] rapidly,changing
[8] research,agenda
[8] #covid19,#personalizedmedicine
[7] collective,program
[7] program,make
[7] virtual,discussion
[7] covid,19

Top Word Pairs in Tweet in G5:
[18] episode,season
[16] season,pmedcast
[15] #personalizedmedicine,#precisionmedicine
[15] #oncology,#machinelearning
[15] #machinelearning,researchers
[15] researchers,developed
[15] developed,fast
[15] fast,highly
[15] highly,accurate
[15] accurate,algorithm

Top Word Pairs in Tweet in G6:
[15] eu_commission,approves
[15] centres,excellence
[14] approves,two
[14] two,centres
[14] excellence,hpc
[14] hpc,applications
[14] applications,led
[14] led,bsc
[14] bsc,specialized
[13] bsc_cns,eu_commission

Top Word Pairs in Tweet in G7:
[22] deadline,submit
[22] submit,abstract
[22] abstract,special
[22] special,interest
[22] interest,group
[22] group,drug
[22] drug,design
[22] design,october
[22] october,10th
[22] 10th,miss

Top Word Pairs in Tweet in G8:
[29] #ehealth,#femtech
[14] high,information
[14] information,content
[14] content,inherent
[14] inherent,#folliculogenesis
[14] cyclic,profile
[14] profile,#ehealth
[13] #folliculogenesis,vivo
[11] vivo,cyclic
[10] overview,biozhena's

Top Word Pairs in Tweet in G9:
[18] investoimme,23mâ
[18] 23mâ,ja
[18] ja,palkkaamme
[18] palkkaamme,22
[18] 22,ihmistã
[18] ihmistã,lisã
[18] lisã,tampereelle
[18] tampereelle,laser
[18] laser,perheeseen
[18] perheeseen,orsila

Top Word Pairs in Tweet in G10:
[16] such,honour
[16] honour,doing
[16] doing,accintouch
[16] accintouch,session
[16] session,heart
[16] heart,women's
[16] women's,health
[16] health,friends
[16] friends,mentors
[15] drmarthagulati,such

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@_atanas_
@pmedcast
@permedcoalition
@takedapharma
@modulight
@royalvoxpost
@biozhena
@orsila
@jncasr
@kiranshaw

Top Mentioned in G1:
@_atanas_
@dhpsp
@swalifebiotech
@alanmuttonuk
@nawazfaisal_ai

Top Mentioned in G2:
@dpiresearch

Top Mentioned in G3:
@trendsmolecmed
@greg_szeto
@marilyn_allen1
@pmedcast
@vida_abedi
@jamaderm
@ndtsocial
@scalablehealth
@aspneph
@uclahealth

Top Mentioned in G4:
@permedcoalition
@megtirrell
@ft3program
@bens_cynthia
@ogilvycambridge
@statnews
@bonniejaddario
@mediaplanetusa
@pfmdwithpatient
@oncologytimes

Top Mentioned in G5:
@pmedcast
@royalvoxpost
@yagensky
@tenthpinmc
@ms_tenthpin
@oliverrinner
@biognosys
@wraynaomi
@axiomedix
@ntpreneur

Top Mentioned in G6:
@bsc_cns
@eu_commission
@lifetimeini
@berlinnovation
@mdc_berlin
@thescientistsc
@nature
@paolomarangio
@permedcoe
@institut_curie

Top Mentioned in G7:
@contevillel
@biomol_mdpi
@canalugr
@genyo_pts
@pcarmonasaez
@bioi
@pm_aph
@dna_stat
@adisphvg
@rsgbrazil

Top Mentioned in G8:
@biozhena
@hwc_nl
@ikhenderson
@nature
@yneurosurgery
@salutis_tech
@drtechnoluis
@hhmex
@hhmexicocity
@techfli

Top Mentioned in G9:
@modulight
@orsila
@juniversity_tre
@jpuusimaa
@or
@tampereuni

Top Mentioned in G10:
@accintouch
@drmarthagulati
@womensheartcs
@drjmieres
@inocainternati1
@aspcardio
@dbelardomd
@heartotxheartmd

Top Tweeters
Top Tweeters in Entire Graph:
@s9tmt
@chidambara09
@femtech_
@rosenchild
@ottlegalrebels
@craybo23
@reuters
@23alzat
@lavanguardia
@glynmoody

Top Tweeters in G1:
@23alzat
@forgerat
@ilovebooks786
@dreammex
@l1ght3n
@vicentelozadab
@califquail1969
@maximilan_angel
@carter_embrey
@famartinez2001

Top Tweeters in G2:
@wittysparks
@innovation2
@gwardis
@marshgroup
@a
@deitygalaxy
@dchealinghands
@kaust_news
@foleyandlardner
@twdigitalhealth

Top Tweeters in G3:
@ti_enjoli
@digitaljournal
@brooklynnygirl
@sparklesugglets
@pastelbio
@jaychance12
@mybiotechniques
@thenci
@aspneph
@uclahealth

Top Tweeters in G4:
@statnews
@fibroflutters
@oncologytimes
@scrufton73
@www_healthecon
@megtirrell
@scottgottliebmd
@familycouncils
@angierirvin
@margiesherlock

Top Tweeters in G5:
@chidambara09
@rosenchild
@hubofml
@sshin6591
@blkhwk0ps
@teaminspire
@algorithmsb
@abhibisht89
@allcell9
@the404code

Top Tweeters in G6:
@time
@fmfrancoise
@eu_commission
@crgenomica
@dpmanchee
@saubashyasur
@jtedds
@bsc_cns
@institut_curie
@johnmhancock

Top Tweeters in G7:
@techtrendingnow
@machine_ml
@dnaed_tech
@ineelbot
@canalugr
@unc
@dqserv
@compchembiobot
@limitedsahara
@gkolost

Top Tweeters in G8:
@s9tmt
@femtech_
@caring_mobile
@hyhutriangle
@jeffreyawillia4
@msfleekartistry
@datadrivencare
@flo_rox
@drluisley
@chrislancashir3

Top Tweeters in G9:
@craybo23
@qucchalla
@beauche
@antti2603
@juhalemmetti
@paulikuosmanen
@tampereuni
@skvark
@mc_roth
@juhapurmonen

Top Tweeters in G10:
@wordfinga
@anastasiasmihai
@heartotxheartmd
@drmarthagulati
@realcruzhenry
@iamritu
@onco_cardiology
@mmamas1973
@sandeepan1702
@accintouch


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