personalizedmedicine, Twitter, 3/14/2019 4:56:08 PM, 190380


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personalizedmedicine_2019-03-14_08-57-47.xlsx
personalizedmedicine_2019-03-14_08-57-47.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 14, 2019
Short Description:
personalizedmedicine via NodeXL http://bit.ly/2EZilYy
@dnaed_tech
@lifebitai
@axiomedixinc
@us_fda
@smr_foundation
@margiesherlock
@dme_health
@ufluidix
@permedcoalition
@dme_jun

Top hashtags:
#personalizedmedicine
#precisionmedicine
#ingentium
#axiomedix
#genomics

Description:
Description
The graph represents a network of 1,774 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 Thursday, 14 March 2019 at 15:58 UTC.

The requested start date was Thursday, 14 March 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 71-day, 17-hour, 3-minute period from Tuesday, 01 January 2019 at 02:49 UTC to Wednesday, 13 March 2019 at 19:52 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 : 1774
Unique Edges : 2232
Edges With Duplicates : 951
Total Edges : 3183
Number of Edge Types : 3
Mentions : 2317
Tweet : 820
Replies to : 46
Self-Loops : 820
Reciprocated Vertex Pair Ratio : 0.0557749259624877
Reciprocated Edge Ratio : 0.105656848994857
Connected Components : 375
Single-Vertex Connected Components : 173
Maximum Vertices in a Connected Component : 625
Maximum Edges in a Connected Component : 1724
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.884337
Graph Density : 0.000680061882769922
Modularity : 0.63671
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[73] https://dopemagazine.com/endocanna-health/
[21] https://www.nationalgeographic.com/magazine/2019/01/personalized-medicine-transforming-your-health-care/
[16] https://www.linkedin.com/pulse/personalized-medicine-role-influence-new-tech-aline-noizet/?published=t
[14] http://www.bio-itworld.com/2019/02/14/ibm-broad-institute-launch-initiative-using-genomics-ai-to-predict-risk-of-cardiovascular-disease.aspx
[13] https://medicaltransformationcenter.com/personalized-medicine/
[11] https://thedoctorweighsin.com/precision-medicine-non-small-cell-lung-cancer/
[10] https://www.pscp.tv/w/bzMZ1jFXZ0VnYU1PT3J3S3Z8MURYeHlhYWdhV1Z4TZpvtIE6kvwHK5Sw09femyiQwiPGI_lnWQJ9XGKRLAiL
[9] http://www.yalehackhealth.org/
[8] https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1002721
[8] https://www.nature.com/articles/s41591-018-0320-3#article-info

Top URLs in Tweet in G1:
[14] http://www.bio-itworld.com/2019/02/14/ibm-broad-institute-launch-initiative-using-genomics-ai-to-predict-risk-of-cardiovascular-disease.aspx
[8] https://www.nature.com/articles/s41591-018-0320-3#article-info
[8] https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1002721
[7] https://twitter.com/ericschmidt/status/1093667035853320192
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182192
[6] https://labiotech.eu/features/gut-microbiome-research/?utm_content=84936954&utm_medium=social&utm_source=twitter&hss_channel=tw-873156871724687360
[5] https://www.linkedin.com/pulse/personalized-medicine-role-influence-new-tech-aline-noizet/?published=t
[4] https://www.genengnews.com/insights/incomplete-genomics-adding-new-sequences-to-the-reference-genome/
[4] http://stm.sciencemag.org/content/11/477/eaaw1815
[4] https://www.sciencedirect.com/science/article/pii/S0092867418313825?via%3Dihub#undfig1

Top URLs in Tweet in G2:
[13] https://medicaltransformationcenter.com/personalized-medicine/
[11] https://thedoctorweighsin.com/precision-medicine-non-small-cell-lung-cancer/
[8] https://www.nationalgeographic.com/magazine/2019/01/personalized-medicine-transforming-your-health-care/
[6] https://www.clinicalresearch.com/potential-participants/articles/diabetes/researchers-believe-there-may-be-5-types-of-diabetes?utm_source=twitter&utm_medium=social&utm_campaign=organicpost
[5] https://magnusconferences.com/precision-medicine/
[4] https://casereports.euroscicon.com/registration
[3] http://www.bio-itworld.com/podcasts/
[3] https://www.instagram.com/p/BnMtVc3gKUw/?utm_source=ig_share_sheet&igshid=3nijkxce5gtj
[3] https://twitter.com/skap5/status/1090209548995055616
[2] https://www.medicaldevice-network.com/news/3d-printing-is-changing-personalised-medicine-finds-idtechex-report/

Top URLs in Tweet in G3:
[73] https://dopemagazine.com/endocanna-health/
[1] https://www.endocannahealth.com/
[1] https://drive.google.com/file/d/1lER1IctbkX-zf3QQZNDjHmgNwJZFFtm-/view?hss_channel=lis-L-6yRj75Z1

Top URLs in Tweet in G4:
[5] https://twitter.com/matthewherper/status/1082311275906883584
[3] https://www.statnews.com/2019/01/07/fda-plans-to-create-a-new-office-to-leverage-cutting-edge-science/
[2] https://www.fiercehealthcare.com/hospitals-health-systems/va-secretary-robert-wilkie-sanford-health-announce-veterans-precision
[1] https://personalizedmedicine.blog/2019/01/16/accelerating-personalization-in-cancer-treatment-a-patients-perspective/
[1] https://twitter.com/StrengthenFDA/status/1096098720507195394
[1] http://www.personalizedmedicinecoalition.org/Userfiles/PMC-Corporate/file/PM_in_Brief_Vol_121.pdf
[1] https://www.statnews.com/2019/01/17/diversity-clinical-trials-good-science-better-medicine/
[1] http://www.personalizedmedicineconference.org/
[1] https://www.thermofisher.com/us/en/home/clinical/precision-medicine/precision-medicine-learning-center/precision-medicine-resource-library/precision-medicine-articles/pharmacogenomics-ready-mainstream.html
[1] http://www.personalizedmedicinecoalition.org/News/Press_Releases/PMC_Congratulates_Sanford_Health_Department_of_Veterans_Affairs_on_Partnership_That_Will_Explore_Potential_of_Personalized_Medicine

Top URLs in Tweet in G5:
[2] http://circle.ufluidix.com/how-organ-on-a-chip-technology-might-be-used-and-abused-in-the-elective-consumer-space/
[1] https://inb-elixir.es/news/starlife-new-infrastructure-boost-biomedical-research-begins-operation
[1] https://medicalview.org/predicting-leaky-heart-valves-with-3d-printing/
[1] https://medicalview.org/modular-measurement-wristband-for-personalized-dementia-therapy/

Top URLs in Tweet in G6:
[7] https://www.smartdatacollective.com/can-ai-help-with-personalized-medicine/
[3] https://dy.si/ddckK
[1] https://blogs.3ds.com/northamerica/guiness-book-of-world-records-recognizes-nanocomposite-particles-as-worlds-smallest-medical-robot/?linkId=62737143
[1] https://dy.si/F6VhV
[1] https://dy.si/jCqc5q
[1] https://dy.si/BUur5
[1] https://dy.si/h5b9n
[1] https://dy.si/H9dpg
[1] https://dy.si/dRnxkK
[1] https://dy.si/5mNnBP

Top URLs in Tweet in G7:
[1] https://www.nature.com/articles/s41569-018-0149-y
[1] https://twitter.com/NatRevCardiol/status/1075386230060343296

Top URLs in Tweet in G8:
[1] https://twitter.com/HealthcareScene/status/1086292414506119168

Top URLs in Tweet in G9:
[11] https://www.linkedin.com/pulse/personalized-medicine-role-influence-new-tech-aline-noizet/?published=t
[8] http://GRAKN.AI
[4] https://magazine.ingentium.com/2019/01/11/precision-pharmacotherapy-psychiatrys-future-direction-in-preventing-diagnosing-and-treating-mental-disorders/
[3] https://buff.ly/2LTeZcD
[2] https://magazine.ingentium.com/2019/03/05/identifying-translational-science-through-embeddings-of-controlled-vocabularies/
[2] https://magazine.ingentium.com/2019/01/11/genetic-variation-of-kinases-and-activation-of-nucleotide-analog-reverse-transcriptase-inhibitor-tenofovir/
[2] https://magazine.ingentium.com/2019/01/11/an-ontological-foundation-for-ocular-phenotypes-and-rare-eye-diseases/
[2] https://magazine.ingentium.com/2019/01/11/preventing-translational-scientists-from-extinction-the-long-term-impact-of-a-personalized-training-program-in-translational-medicine-on-the-careers-of-translational-scientists/
[2] https://magazine.ingentium.com/2019/01/23/racial-and-ethnic-differences-in-knowledge-and-attitudes-about-genetic-testing-in-the-us-systematic-review/
[2] https://magazine.ingentium.com/2019/02/09/blockchain-implementation-in-health-care-protocol-for-a-systematic-review/

Top URLs in Tweet in G10:
[1] https://www.nature.com/articles/doi:10.1038/s41571-019-0173-9.epdf?shared_access_token=fCb3Jurk9hhqfFKcjJ-Ud9RgN0jAjWel9jnR3ZoTv0PzVd6ivNrg4N4c_TTa5J1L2S7Dp4ORpKhQlsqGhDe5-DL47cfBEptKCcsHHtji7L--zVOqbnzDTQVz2VbH6fsputu4Yzb4M0BckCpvIsgU-mN8xQ2M5TTceNeRdxI44jM%3D

Top Domains
Top Domains in Tweet in Entire Graph:
[303] ingentium.com
[119] twitter.com
[94] lnkd.in
[73] dopemagazine.com
[26] nature.com
[25] nationalgeographic.com
[23] dy.si
[19] linkedin.com
[17] bio-itworld.com
[13] statnews.com

Top Domains in Tweet in G1:
[37] lnkd.in
[23] ingentium.com
[20] twitter.com
[17] nature.com
[14] bio-itworld.com
[10] plos.org
[8] pmwcintl.com
[6] nodexlgraphgallery.org
[6] labiotech.eu
[5] healthblawg.com

Top Domains in Tweet in G2:
[35] twitter.com
[32] lnkd.in
[13] medicaltransformationcenter.com
[11] thedoctorweighsin.com
[8] nationalgeographic.com
[7] magnusconferences.com
[6] clinicalresearch.com
[5] instagram.com
[4] euroscicon.com
[4] theubercloud.com

Top Domains in Tweet in G3:
[73] dopemagazine.com
[1] endocannahealth.com
[1] google.com

Top Domains in Tweet in G4:
[8] twitter.com
[8] statnews.com
[3] fiercehealthcare.com
[3] personalizedmedicinecoalition.org
[3] ncbiotech.org
[2] medicalfuturist.com
[1] personalizedmedicine.blog
[1] personalizedmedicineconference.org
[1] thermofisher.com
[1] futureofpersonalhealth.com

Top Domains in Tweet in G5:
[2] ufluidix.com
[2] medicalview.org
[1] inb-elixir.es

Top Domains in Tweet in G6:
[15] dy.si
[7] smartdatacollective.com
[1] 3ds.com
[1] bit.ly

Top Domains in Tweet in G7:
[1] nature.com
[1] twitter.com

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[280] ingentium.com
[12] linkedin.com
[8] grakn.ai
[3] buff.ly
[2] medium.com
[1] mckesson.com
[1] getreferralmd.com
[1] med-technews.com
[1] kevinmd.com
[1] ajmc.com

Top Domains in Tweet in G10:
[1] nature.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1474] personalizedmedicine
[472] precisionmedicine
[297] ingentium
[290] axiomedix
[193] genomics
[173] healthcare
[145] ai
[89] cancer
[70] bigdata
[64] bioinformatics



Top Hashtags in Tweet in G1:
[157] personalizedmedicine
[101] genomics
[88] ai
[76] precisionmedicine
[54] healthcare
[53] pmwc19
[52] bioinformatics
[43] bigdata
[35] ml
[28] artificialintelligence

Top Hashtags in Tweet in G2:
[261] personalizedmedicine
[39] precisionmedicine
[33] healthcare
[26] cancer
[19] oncology
[14] genomics
[13] medicine
[11] lungcancer
[11] noncancer
[11] tumor

Top Hashtags in Tweet in G3:
[37] cbdivahealth
[37] personalizedmedicine
[36] future
[36] patients
[36] healthy
[1] genetics
[1] endocannabinoid
[1] ecs

Top Hashtags in Tweet in G4:
[53] personalizedmedicine
[7] healthcare
[6] precisionmedicine
[5] clinicaltrials
[4] veterans
[4] digitaldata
[4] ai
[3] genomics
[3] policies
[3] tricon

Top Hashtags in Tweet in G5:
[21] personalizedmedicine
[4] machinelearning
[4] 3dprinting
[4] heartpatients
[4] heartvalves
[3] dementia
[3] patient
[2] terrassa
[2] science
[2] women

Top Hashtags in Tweet in G6:
[25] personalizedmedicine
[13] artificialintelligence
[11] ai
[8] lifesciences
[7] data
[1] medical
[1] healthcare
[1] frosthci

Top Hashtags in Tweet in G7:
[4] personalizedmedicine
[3] precisionmedicine
[1] healthcare
[1] innovation
[1] personcenteredcare
[1] cvdprevention
[1] precisioncardiology

Top Hashtags in Tweet in G8:
[3] personalizedmedicine
[1] joinallofus
[1] cardiogenomics
[1] aacio
[1] southasiancvd
[1] cvdinafricanamericans
[1] jahajc
[1] data
[1] dataliteracy
[1] datadriven

Top Hashtags in Tweet in G9:
[301] personalizedmedicine
[277] ingentium
[277] precisionmedicine
[275] axiomedix
[11] genomics
[3] datascience
[3] cancer
[3] patients
[2] pmwc19
[2] siliconvalley

Top Hashtags in Tweet in G10:
[16] biomarker
[8] personalizedmedicine
[6] mridianlinac
[5] oncology
[5] mrgrt
[1] immunotherapy
[1] cancerresearch
[1] lungcancer
[1] mrguidedrt

Top Words
Top Words in Tweet in Entire Graph:
[1716] Words in Sentiment List#1: Positive
[680] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[41430] Non-categorized Words
[43826] Total Words
[1479] personalizedmedicine
[472] precisionmedicine
[467] medicine
[321] axiomedix
[297] ingentium

Top Words in Tweet in G1:
[166] personalizedmedicine
[116] lifebitai
[110] genomics
[94] ai
[82] t
[79] https
[76] precisionmedicine
[74] medicine
[73] co
[72] healthcare

Top Words in Tweet in G2:
[261] personalizedmedicine
[64] cancer
[49] medicine
[43] more
[39] precisionmedicine
[38] healthcare
[32] personalized
[30] one
[29] types
[23] pmedevent

Top Words in Tweet in G3:
[144] cbdivahealth
[73] road
[73] individualized
[73] medicine
[73] great
[73] article
[73] suggest
[73] visit
[73] actual
[69] endocaâ

Top Words in Tweet in G4:
[53] personalizedmedicine
[27] permedcoalition
[20] new
[19] pmc
[14] us_fda
[13] latest
[13] patient
[12] medicine
[11] cancer
[11] personalized

Top Words in Tweet in G5:
[21] personalizedmedicine
[15] grand
[15] challenges
[15] genomics
[15] wellcometrust
[14] xdopazo
[14] talking
[14] future
[14] event
[14] disruptive

Top Words in Tweet in G6:
[25] personalizedmedicine
[22] smartdataco
[16] ai
[14] fs_healthcare
[13] artificialintelligence
[12] help
[11] latest
[8] record
[8] setting
[8] advancement

Top Words in Tweet in G7:
[4] personalizedmedicine
[4] hopkinsmedicine
[4] review
[4] precision
[4] cardiology
[3] precisionmedicine
[3] oldie_records
[3] nightshiftmd
[3] aarppolicy
[3] asaging

Top Words in Tweet in G8:
[4] men
[4] women
[3] drmarthagulati
[3] personalizedmedicine
[3] jaha_aha
[3] erinmichos
[3] a2
[3] think
[3] interventions
[3] both

Top Words in Tweet in G9:
[301] personalizedmedicine
[283] axiomedix
[277] ingentium
[277] precisionmedicine
[125] medicine
[86] precision
[44] personalized
[39] cancer
[32] data
[29] new

Top Words in Tweet in G10:
[18] new
[16] read
[16] review
[16] natrevclinoncol
[16] authors
[16] provide
[16] overview
[16] discuss
[16] biomarker
[16] landscape

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[345] precisionmedicine,personalizedmedicine
[290] ingentium,axiomedix
[278] axiomedix,precisionmedicine
[145] personalized,medicine
[108] precision,medicine
[88] https,t
[88] t,co
[74] great,article
[73] road,individualized
[73] individualized,medicine

Top Word Pairs in Tweet in G1:
[73] https,t
[73] t,co
[39] precisionmedicine,personalizedmedicine
[24] looking,forward
[21] ceo,mariachatzou
[19] re,looking
[18] precision,medicine
[17] check,out
[17] lifebitai,great
[17] lifebitai,lifebit

Top Word Pairs in Tweet in G2:
[24] personalized,medicine
[14] one,size
[13] ø,ø
[12] size,fit
[12] types,cancer
[12] oncology,personalizedmedicine
[12] more,effective
[12] side,effects
[11] personalizedmedicine,precisionmedicine
[11] rapid,progress

Top Word Pairs in Tweet in G3:
[73] road,individualized
[73] individualized,medicine
[73] medicine,great
[73] great,article
[73] article,suggest
[73] suggest,visit
[73] visit,actual
[72] cbdivahealth,road
[69] actual,endocaâ
[36] full,20

Top Word Pairs in Tweet in G4:
[9] permedcoalition,latest
[8] personalized,medicine
[6] new,office
[6] latest,assessment
[6] assessment,pharmacogenomics
[6] pharmacogenomics,ready
[6] ready,go
[6] go,mainstream
[6] mainstream,thermofisherpr
[6] thermofisherpr,underlines

Top Word Pairs in Tweet in G5:
[15] grand,challenges
[15] challenges,genomics
[14] talking,future
[14] future,personalizedmedicine
[14] personalizedmedicine,grand
[14] genomics,event
[14] event,wellcometrust
[14] wellcometrust,disruptive
[14] disruptive,change
[13] xdopazo,talking

Top Word Pairs in Tweet in G6:
[14] fs_healthcare,smartdataco
[12] help,personalizedmedicine
[12] artificialintelligence,personalizedmedicine
[12] personalizedmedicine,fs_healthcare
[11] ai,help
[8] latest,record
[8] record,setting
[8] setting,advancement
[8] advancement,lifesciences
[8] lifesciences,nanocomposite

Top Word Pairs in Tweet in G7:
[4] precision,cardiology
[3] oldie_records,hopkinsmedicine
[3] hopkinsmedicine,nightshiftmd
[3] nightshiftmd,aarppolicy
[3] aarppolicy,asaging
[3] asaging,radiologyacr
[3] radiologyacr,ncoaging
[3] ncoaging,usagainstalz
[2] lead_coalition,oldie_records
[2] usagainstalz,aging_researc

Top Word Pairs in Tweet in G8:
[3] jaha_aha,erinmichos
[3] erinmichos,a2
[3] a2,think
[3] think,interventions
[3] interventions,both
[3] both,men
[3] men,women
[3] women,things
[3] things,work
[3] work,better

Top Word Pairs in Tweet in G9:
[275] ingentium,axiomedix
[274] axiomedix,precisionmedicine
[272] precisionmedicine,personalizedmedicine
[68] precision,medicine
[34] medicine,ingentium
[34] personalized,medicine
[11] big,data
[11] medicine,role
[11] role,influence
[11] influence,new

Top Word Pairs in Tweet in G10:
[16] read,new
[16] new,review
[16] review,natrevclinoncol
[16] natrevclinoncol,authors
[16] authors,provide
[16] provide,overview
[16] overview,discuss
[16] discuss,biomarker
[16] biomarker,landscape
[15] natrescancer,read

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lifebitai
@cbdivahealth
@axiomedix
@permedcoalition
@axiomedixinc
@atulbutte
@smartdataco
@erictopol
@mariachatzou

Top Mentioned in G1:
@lifebitai
@axiomedixinc
@atulbutte
@axiomedix
@mariachatzou
@ibmwatsonhealth
@erictopol
@pmwcintl
@kirkdborne
@ucsf

Top Mentioned in G2:
@pmedevent
@creativesage
@rtsafe

Top Mentioned in G3:
@cbdivahealth
@endoca
@endocannah

Top Mentioned in G4:
@permedcoalition
@us_fda
@statnews
@thermofisherpr
@health4americas
@seankhozin
@deptvetaffairs
@sanfordhealth
@bens_cynthia
@mediaplanetusa

Top Mentioned in G5:
@wellcometrust
@xdopazo
@wyssinstitute
@medical_view
@harvard
@bsc_cns
@fprogresoysalud
@ahm
@fraunhofer_izm
@buslonnataly

Top Mentioned in G6:
@smartdataco
@fs_healthcare
@3dsnorthamerica
@evankirstel
@michelefrosty
@frost_sullivan

Top Mentioned in G7:
@hopkinsmedicine
@nightshiftmd
@aarppolicy
@asaging
@radiologyacr
@ncoaging
@usagainstalz
@hopkinsengineer
@lead_coalition
@oldie_records

Top Mentioned in G8:
@drmarthagulati
@erinmichos
@allofusresearch
@jaha_aha
@apple
@tim_cook
@iamritu
@alka_kanaya
@powelljose
@dlbhattmd

Top Mentioned in G9:
@anoizet
@axiomedix
@twdigitalhealth
@ajedrusik
@agilentgenomics
@scconventionctr
@eliasen_bogi

Top Mentioned in G10:
@natrevclinoncol
@natrescancer
@viewray

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@nosqldigest
@evankirstel
@ottlegalrebels
@chidambara09
@primal_digest
@kimvie
@anselmonadir
@foxnews

Top Tweeters in G1:
@arkangelscrap
@nosqldigest
@chidambara09
@machinelearnflx
@caring_mobile
@ham_gretsky
@clevelanddotcom
@forbes
@machinelearn_d
@qcheur

Top Tweeters in G2:
@njmike731
@docprogrammer
@creativesage
@cybersecboardrm
@jonahelshout
@sunilmalhotra
@docweighsin
@kgapo
@neilraden
@giovannyleon

Top Tweeters in G3:
@trishal8
@chellowens
@realmedicinemi
@karina14928341
@qiilsoo2j7bwtah
@botir_me
@zwnwm3gvxr6hjlg
@piterproperty
@fackdsyes
@ezra54425828

Top Tweeters in G4:
@foxnews
@usatoday
@matthewherper
@healthitnews
@aliveandkickndd
@brainroaring
@statnews
@deptvetaffairs
@fiercehealthit
@fiercehealth

Top Tweeters in G5:
@harvard
@bethritterguth
@crgenomica
@wellcometrust
@alfons_valencia
@estes_rickey
@ahm
@fprogresoysalud
@bsc_cns
@wyssinstitute

Top Tweeters in G6:
@evankirstel
@richsimmondsza
@colorstreamedia
@mediapython
@expandamp
@thehipposhoe
@frost_sullivan
@irmaraste
@smartdataco
@twinybots

Top Tweeters in G7:
@nightshiftmd
@lead_coalition
@radiologyacr
@aging_research
@hopkinsmedicine
@oldie_records
@asaging
@hopkinsengineer
@jhucarey
@ncoaging

Top Tweeters in G8:
@drmarthagulati
@iamritu
@accintouch
@lipiddoc
@purviparwani
@ahameetings
@nih
@acccardioed
@erinmichos
@drbrowncares

Top Tweeters in G9:
@evidencerobot
@humansanalytics
@healtheugene
@michaelreiterpr
@leloburti
@e_health_
@nathaliemoll
@anoizet
@bartoc_ubbasel
@dhealthtoday

Top Tweeters in G10:
@misslucky_iii
@wildkid1501
@metricausa
@blueapple500816
@ramonphysician
@natrevclinoncol
@yuejinbo
@adisety66775736
@barbara56949471
@seanadelaney