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personalizedmedicine_2020-11-20_19-46-28.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 23, 2020
Short Description:
personalizedmedicine via NodeXL https://bit.ly/3fBeset
@journalbio
@permedcoalition
@_atanas_
@oncologytimes
@edcvhf2
@pmedcast
@fmfrancoise
@dnaed_tech
@ic2permed
@bsc_cns

Top hashtags:
#personalizedmedicine
#digitalhealth
#precisionmedicine
#cancer
#ai
#healthcare

Description:
Description
The graph represents a network of 1,340 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 Saturday, 21 November 2020 at 03:50 UTC.

The requested start date was Friday, 20 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 79-day, 10-hour, 7-minute period from Tuesday, 01 September 2020 at 06:59 UTC to Thursday, 19 November 2020 at 17:07 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 : 1340
Unique Edges : 910
Edges With Duplicates : 2297
Total Edges : 3207
Number of Edge Types : 5
Retweet : 943
MentionsInRetweet : 1325
Mentions : 521
Tweet : 399
Replies to : 19
Self-Loops : 413
Reciprocated Vertex Pair Ratio : 0.0519818063677713
Reciprocated Edge Ratio : 0.0988264360716492
Connected Components : 233
Single-Vertex Connected Components : 79
Maximum Vertices in a Connected Component : 570
Maximum Edges in a Connected Component : 1818
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.589212
Graph Density : 0.000902321848561524
Modularity : 0.493026
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,340 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 Saturday, 21 November 2020 at 03:50 UTC.

The requested start date was Friday, 20 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 79-day, 10-hour, 7-minute period from Tuesday, 01 September 2020 at 06:59 UTC to Thursday, 19 November 2020 at 17:07 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:
[95] https://digitalpatientsafety.com/collaborative-research-aiming-twitter-based-manuscripts-preparation/
[27] https://twitter.com/i/lists/1326737606068080640
[21] https://www.pmedcast.com/2020/08/05/episode-017/
[15] https://medicaltransformationcenter.com/personalized-medicine/
[10] https://journals.lww.com/oncology-times/Fulltext/2020/10050/Personalized_Medicine_Coalition_Releases_New.6.aspx
[9] https://www.pmedcast.com/2020/10/28/e018/
[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/

Top URLs in Tweet in G1:
[94] https://digitalpatientsafety.com/collaborative-research-aiming-twitter-based-manuscripts-preparation/
[27] https://twitter.com/i/lists/1326737606068080640
[4] https://twitter.com/saramouse/status/1329136357885808642
[4] https://twitter.com/4txx/status/1328236680269205505
[4] https://twitter.com/natBME/status/1329114238586064898
[2] https://www.linkedin.com/pulse/social-media-atanas-g-atanasov/
[1] https://twitter.com/khalidgmk/status/1303693432821514240
[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:
[15] 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] http://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
[4] https://cancercelltreatment.com/2015/01/13/the-future-of-cancer-treatments-a-new-paradigm/
[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/
[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:
[10] https://journals.lww.com/oncology-times/Fulltext/2020/10050/Personalized_Medicine_Coalition_Releases_New.6.aspx
[2] https://synapse.pfmd.org/blog/covid-19/covid-19-and-personalized-medicine-current-status-and-lessons-learned-2/484
[2] https://www.statnews.com/2020/09/25/personalized-medicine-two-trump-administration-proposals/
[1] https://www.genomeweb.com/policy-legislation/nhgri-lays-out-strategic-vision-future-priorities-genomics-research?utm_source=addthis_shares#.X5qudWxWIR8.twitter
[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] http://www.personalizedmedicinecoalition.org/Resources/The_Personalized_Medicine_Report_An_Annual_Overview_of_the_Field
[1] https://twitter.com/MJHLifeSciences/status/1308439505419087872
[1] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzA5NTk1Ng==

Top URLs in Tweet in G5:
[19] https://www.pmedcast.com/2020/08/05/episode-017/
[9] https://www.pmedcast.com/2020/10/28/e018/
[3] https://www.pmedcast.com/2020/11/11/e019/
[3] https://www.tenthpin.com/insights/patient-centric-value-chains-for-cell-and-gene-therapy-market-create-significant-challenges-in-system-integrations-2/
[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://www.pmedcast.com/2020/07/15/episode-016-dr-kadija-ferryman-precision-medicine-fairness/
[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/

Top URLs in Tweet in G6:
[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.linkedin.com/slink?code=enjsDnZ
[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 G7:
[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 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://twitter.com/oncology_cardio/status/1308977733200941058
[1] https://twitter.com/drgattimays/status/1306220493670940677

Top URLs in Tweet in G10:
[1] https://www.aamulehti.fi/a/decc877d-cc46-4abd-adbf-ef57f5d4fb1c
[1] https://www.facebook.com/modulight.inc
[1] https://twitter.com/nobelprize/status/1313778075356798976

Top Domains
Top Domains in Tweet in Entire Graph:
[100] twitter.com
[96] digitalpatientsafety.com
[48] linkedin.com
[38] mtmweb.biz
[37] pmedcast.com
[25] nih.gov
[23] cancercelltreatment.com
[15] medicaltransformationcenter.com
[14] wordpress.com
[12] acast.com

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

Top Domains in Tweet in G2:
[15] 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:
[18] cancercelltreatment.com
[6] frontiersin.org
[4] oup.com
[4] linkedin.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:
[10] lww.com
[4] twitter.com
[3] informz.net
[2] pfmd.org
[2] personalizedmedicinecoalition.org
[2] statnews.com
[2] futureofpersonalhealth.com
[1] genomeweb.com
[1] pcorievents.org
[1] digitalpatientsafety.com

Top Domains in Tweet in G5:
[35] pmedcast.com
[5] healthitanalytics.com
[3] tenthpin.com
[1] amazonaws.com
[1] mdpi.com
[1] bsc.es
[1] eventbrite.com
[1] viglink.com
[1] twitter.com
[1] eulac-permed.eu

Top Domains in Tweet in G6:
[8] longdom.com
[3] mlfpm.eu
[2] news-medical.net
[2] github.io
[2] datamatters.org
[1] linkedin.com
[1] indiegogo.com
[1] genomes.io
[1] thebusinessresearchcompany.com
[1] bmt-congress.de

Top Domains in Tweet in G7:
[3] twitter.com
[1] nodexlgraphgallery.org
[1] bihealth.org
[1] bsc.es
[1] lifetime-initiative.eu
[1] thescientistschannel.com

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:
[2] twitter.com

Top Domains in Tweet in G10:
[1] aamulehti.fi
[1] facebook.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[886] personalizedmedicine
[122] digitalhealth
[98] precisionmedicine
[80] cancer
[68] ai
[67] healthcare
[46] machinelearning
[44] dhpsp
[43] oncology
[39] ehealth



Top Hashtags in Tweet in G1:
[105] digitalhealth
[44] dhpsp
[30] personalizedmedicine
[18] patientsafety
[11] covid19
[2] scicomm
[2] medtwitterai
[2] medtwitter
[2] healthtech
[2] wearables

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

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

Top Hashtags in Tweet in G4:
[62] personalizedmedicine
[11] cancer
[11] covid19
[10] precisionmedicine
[7] medicine
[6] patients
[6] pcori2020
[5] oncology
[5] cancercare
[4] research

Top Hashtags in Tweet in G5:
[61] personalizedmedicine
[27] precisionmedicine
[18] podcast
[18] ai
[13] healthcare
[11] pharma
[10] biotech
[8] ml
[7] seasonfinale
[7] proteomics

Top Hashtags in Tweet in G6:
[21] personalizedmedicine
[14] genomics
[12] machinelearning
[11] newte
[10] webinar
[8] medicine
[8] pharmacovigilance
[8] artificialintelligence
[6] drugdiscovery
[5] datamatters

Top Hashtags in Tweet in G7:
[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 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:
[28] aha20
[18] personalizedmedicine
[15] cardioonc
[14] now
[14] cardiooncology
[8] exerciseoncology
[8] metastatic
[8] cancer
[3] precisionmedicine
[3] breastcancer

Top Hashtags in Tweet in G10:
[27] killcancer
[23] autonomousdriving
[10] personalizedmedicine
[5] vuodenharmainpäivä
[5] diwali2020
[2] laser
[1] bestlasersontheplanet
[1] staysafe

Top Words
Top Words in Tweet in Entire Graph:
[886] #personalizedmedicine
[176] more
[159] based
[140] research
[127] medicine
[125] twitter
[122] #digitalhealth
[121] _atanas_
[121] personalized
[102] cancer

Top Words in Tweet in G1:
[120] _atanas_
[117] twitter
[112] based
[105] #digitalhealth
[94] collaborative
[94] research
[94] aiming
[94] manuscript
[94] preparation
[83] #personalized

Top Words in Tweet in G2:
[103] #personalizedmedicine
[23] medicine
[17] personalized
[17] more
[14] call
[11] find
[8] patient
[8] read
[8] today
[8] cancer

Top Words in Tweet in G3:
[79] #personalizedmedicine
[30] cancer
[24] more
[15] co
[15] drs
[12] clinical
[12] #precisionmedicine
[12] discussing
[11] happy
[11] share

Top Words in Tweet in G4:
[62] #personalizedmedicine
[40] permedcoalition
[28] medicine
[27] personalized
[15] coalition
[14] program
[14] research
[14] pmc
[13] discussion
[12] targeted

Top Words in Tweet in G5:
[61] #personalizedmedicine
[47] pmedcast
[29] season
[27] #precisionmedicine
[27] episode
[19] more
[18] #podcast
[18] #ai
[18] learn
[15] check

Top Words in Tweet in G6:
[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 G7:
[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 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:
[28] #aha20
[18] #personalizedmedicine
[15] #cardioonc
[14] #now
[14] dr
[14] bonnie
[14] ky
[14] #cardiooncology
[14] novel
[14] practical

Top Words in Tweet in G10:
[28] modulight
[27] #killcancer
[23] #autonomousdriving
[20] orsila
[18] investoimme
[18] 23mâ
[18] ja
[18] palkkaamme
[18] 22
[18] ihmistã

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[95] collaborative,research
[95] research,aiming
[95] aiming,twitter
[95] twitter,based
[95] based,manuscript
[95] manuscript,preparation
[94] _atanas_,collaborative
[93] preparation,#digitalhealth
[84] #digitalhealth,#personalized
[65] personalized,medicine

Top Word Pairs in Tweet in G1:
[94] collaborative,research
[94] research,aiming
[94] aiming,twitter
[94] twitter,based
[94] based,manuscript
[94] manuscript,preparation
[93] _atanas_,collaborative
[92] preparation,#digitalhealth
[83] #digitalhealth,#personalized
[27] very,glad

Top Word Pairs in Tweet in G2:
[11] personalized,medicine
[8] read,more
[8] #personalizedmedicine,call
[6] 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:
[27] personalized,medicine
[15] medicine,coalition
[12] research,agenda
[11] patient,centered
[11] centered,research
[10] #covid19,#personalizedmedicine
[10] coalition,releases
[10] releases,patient
[10] agenda,#cancer
[9] collective,program

Top Word Pairs in Tweet in G5:
[18] episode,season
[17] #personalizedmedicine,#precisionmedicine
[16] season,pmedcast
[16] learn,more
[12] #precisionmedicine,#podcast
[12] implementation,patient
[12] patient,centric
[12] centric,value
[12] value,network
[12] network,future

Top Word Pairs in Tweet in G6:
[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 G7:
[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 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:
[14] #now,#aha20
[14] #aha20,dr
[14] dr,bonnie
[14] bonnie,ky
[14] ky,#personalizedmedicine
[14] #personalizedmedicine,#aha20
[14] #aha20,#cardioonc
[14] #cardioonc,#cardiooncology
[14] #cardiooncology,novel
[14] novel,practical

Top Word Pairs in Tweet in G10:
[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 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
@khalidgmk
@swalifebiotech
@saramouse
@alanmuttonuk
@rajeevksingla
@abdulqadeery
@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
@ft3program
@megtirrell
@oncologytimes
@bens_cynthia
@ogilvycambridge
@pfmdwithpatient
@statnews
@bonniejaddario
@scottgottliebmd

Top Mentioned in G5:
@pmedcast
@yagensky
@eulacpermed
@tenthpinmc
@oliverrinner
@biognosys
@ms_tenthpin
@wraynaomi
@kadijaferryman
@permedcoalition

Top Mentioned in G6:
@contevillel
@biomol_mdpi
@canalugr
@genyo_pts
@pcarmonasaez
@bioi
@pm_aph
@dna_stat
@adisphvg
@rsgbrazil

Top Mentioned in G7:
@bsc_cns
@eu_commission
@lifetimeini
@berlinnovation
@mdc_berlin
@thescientistsc
@nature
@paolomarangio
@permedcoe
@institut_curie

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

Top Mentioned in G9:
@drbrowncares
@maryam_lustberg
@drgattimays
@cardiooncology
@drtochiokwuosa
@kmalexandermd
@penncardiology
@bwhcvls
@vgzmd

Top Mentioned in G10:
@modulight
@orsila
@juniversity_tre
@jpuusimaa
@or
@tampereuni

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
@lonepinerjr
@maximilan_angel
@carter_embrey

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
@aspneph
@thenci
@uclahealth

Top Tweeters in G4:
@alisyngayle
@statnews
@edcvhf2
@fibroflutters
@nemisisis
@oncologytimes
@scrufton73
@www_healthecon
@megtirrell
@scottgottliebmd

Top Tweeters in G5:
@chidambara09
@ottlegalrebels
@blkhwk0ps
@teaminspire
@abhibisht89
@umich
@kercialves
@uthealth_sbmi
@umichmedicine
@pm

Top Tweeters in G6:
@techtrendingnow
@machine_ml
@dnaed_tech
@ineelbot
@canalugr
@unc
@dqserv
@compchembiobot
@stephtweetchat
@limitedsahara

Top Tweeters in G7:
@time
@fmfrancoise
@eu_commission
@crgenomica
@dpmanchee
@saubashyasur
@bsc_cns
@jtedds
@institut_curie
@johnmhancock

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

Top Tweeters in G9:
@samadovaabditch
@nicolestoutpt
@ahameetings
@drbrowncares
@cncfcardio
@osuccc_james
@martha__carlson
@bzavaletamd
@avolgman
@chefgeib

Top Tweeters in G10:
@craybo23
@qucchalla
@beauche
@antti2603
@juhalemmetti
@paulikuosmanen
@tampereuni
@skvark
@mc_roth
@juhapurmonen


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