personalizedmedicine, Twitter, 1/23/2019 6:09:53 PM, 182950


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personalizedmedicine_2019-01-23_08-41-21.xlsx
personalizedmedicine_2019-01-23_08-41-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 23, 2019
Short Description:
personalizedmedicine via NodeXL http://bit.ly/2U9K5zB
@lifebitai
@dnaed_tech
@stephensenn
@permedcoalition
@chidambara09
@smr_foundation
@smartdataco
@anoizet
@evankirstel
@margiesherlock

Top hashtags:
#personalizedmedicine
#precisionmedicine
#healthcare
#genomics

Description:
Description
The graph represents a network of 2,386 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 Wednesday, 23 January 2019 at 16:42 UTC.

The requested start date was Wednesday, 23 January 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 82-day, 22-hour, 58-minute period from Thursday, 01 November 2018 at 01:51 UTC to Wednesday, 23 January 2019 at 00:50 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 : 2386
Unique Edges : 3402
Edges With Duplicates : 1250
Total Edges : 4652
Number of Edge Types : 3
Tweet : 752
Mentions : 3864
Replies to : 36
Self-Loops : 752
Reciprocated Vertex Pair Ratio : 0.0520898315658141
Reciprocated Edge Ratio : 0.099021642454788
Connected Components : 408
Single-Vertex Connected Components : 200
Maximum Vertices in a Connected Component : 1315
Maximum Edges in a Connected Component : 3239
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.162233
Graph Density : 0.000592730832019766
Modularity : 0.66261
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[190] https://www.nature.com/articles/d41586-018-07535-2
[73] https://dopemagazine.com/endocanna-health/
[37] https://www.nationalgeographic.com/magazine/2019/01/personalized-medicine-transforming-your-health-care/
[28] https://www.labroots.com/ms/webinar/expanding-biobanking-size-scope-advance-data-discovery?campaign=socialmedia
[19] https://www.oru.se/jobba-hos-oss/lediga-jobb/jobbannons/?jid=20180462
[17] https://medicaltransformationcenter.com/personalized-medicine/
[14] https://www.usnews.com/news/healthcare-of-tomorrow/articles/2018-12-04/commentary-will-personalized-medicine-help-cure-alzheimers
[14] http://www.personalizedmedicineconference.org/
[11] https://www.geekwire.com/2018/power-personalized-medicine-tech-unlocking-new-way-thinking-health/
[10] https://register.gotowebinar.com/register/7315958351487033859?utm_source=Internal&utm_medium=Twitter

Top URLs in Tweet in G1:
[13] https://www.nationalgeographic.com/magazine/2019/01/personalized-medicine-transforming-your-health-care/
[9] https://www.geekwire.com/2018/power-personalized-medicine-tech-unlocking-new-way-thinking-health/
[8] https://www.nature.com/articles/s41591-018-0320-3#article-info
[7] https://www.biorxiv.org/content/early/2018/12/13/358390
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182192
[5] https://www.genomeweb.com/genetic-research/genetic-privacy-concerns-run-deep-among-research-study-participants?platform=hootsuite#.W-Ao6nr7SAw
[5] https://www.forbes.com/sites/bernardmarr/2018/11/16/the-amazing-ways-artificial-intelligence-is-transforming-genomics-and-gene-editing/#5d055b3c42c1
[5] https://www.cell.com/cell/fulltext/S0092-8674(18)31382-5
[5] https://hscbio.wordpress.com/
[5] https://medicalxpress.com/news/2018-10-microbiome-premature-babies.html

Top URLs in Tweet in G2:
[14] http://www.personalizedmedicineconference.org/
[5] https://twitter.com/matthewherper/status/1082311275906883584
[4] https://www.nytimes.com/2018/11/07/magazine/placebo-effect-medicine.html
[4] http://www.personalizedmedicinesummit.com/
[3] https://www.statnews.com/2019/01/07/fda-plans-to-create-a-new-office-to-leverage-cutting-edge-science/
[3] http://www.slonepartners.com
[2] https://twitter.com/dxcaresolutions/status/1077188142808076289
[2] https://bluelatitude.com/who-we-are/our-news/blue-latitude-health-joins-the-personalized-medicine-coalition-as-a-strategic-partner/
[2] http://www.personalizedmedicinecoalition.org/News/Press_Releases/PMC_to_Present_Ellen_V_Sigal_With_14th_Annual_Award_for_Leadership_in_Personalized_Medicine
[2] https://www.genomeweb.com/molecular-diagnostics/personalized-medicine-2018-more-drugs-greater-ngs-adoption-growing?utm_source=addthis_shares#.XCOmVX6Y9MQ.twitter

Top URLs in Tweet in G3:
[17] https://medicaltransformationcenter.com/personalized-medicine/
[14] https://www.labroots.com/ms/webinar/expanding-biobanking-size-scope-advance-data-discovery?campaign=socialmedia
[10] https://www.nationalgeographic.com/magazine/2019/01/personalized-medicine-transforming-your-health-care/
[5] https://casereports.euroscicon.com/registration
[4] https://www.nature.com/articles/d41586-018-07535-2
[3] https://magnusconferences.com/precision-medicine/
[2] https://www.fda.gov/NewsEvents/Newsroom/PressAnnouncements/ucm626710.htm
[2] https://twitter.com/stephensenn/status/1067795759993638914
[2] Medicine
[2] https://casereports.euroscicon.com

Top URLs in Tweet in G4:
[161] https://www.nature.com/articles/d41586-018-07535-2
[2] https://www.futuremedicine.com/doi/10.2217/cer-2018-0033
[1] https://www.sciencemag.org/news/2018/12/just-thinking-you-have-poor-endurance-genes-changes-your-body
[1] http://cancerworld.net/systems-services/the-personalisation-lottery-lack-of-accessible-regulated-testing-services-is-putting-patients-and-health-budgets-at-risk/
[1] https://twitter.com/stephensenn/status/1067795759993638914

Top URLs in Tweet in G5:
[6] https://www.smartdatacollective.com/can-ai-help-with-personalized-medicine/
[3] https://dy.si/ddckK
[2] https://www.gea.com/en/applications/pharma/index.jsp
[1] https://dy.si/F6VhV
[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
[1] https://dy.si/y5oDyc

Top URLs in Tweet in G6:
[73] https://dopemagazine.com/endocanna-health/
[1] https://www.endocannahealth.com/

Top URLs in Tweet in G7:
[1] https://datanatives.io/schedule/
[1] https://twitter.com/HPI_DE/status/1056923815916265472

Top URLs in Tweet in G8:
[7] http://www.jviraccess.org
[5] http://circle.ufluidix.com/how-organ-on-a-chip-technology-might-be-used-and-abused-in-the-elective-consumer-space/
[2] https://medicalview.org/predicting-leaky-heart-valves-with-3d-printing/
[1] https://medicalview.org/brain-fingerprint-could-customize-alzheimers-treatment/
[1] https://medicalview.org/modular-measurement-wristband-for-personalized-dementia-therapy/
[1] https://twitter.com/EricTopol/status/1081594387035971584
[1] https://www.pharmaceutical-technology.com/features/brain-fingerprint-personalised-medicine/

Top URLs in Tweet in G9:
[1] https://www.biorxiv.org/content/early/2019/01/12/518506
[1] https://twitter.com/BenienV/status/1085795367579500544
[1] https://www.health-ri.org/news-events/data-knowledge-and-tools-personalized-therapy
[1] https://www.health-ri.org/news-events/predictive-medicine-%E2%80%93-mining-matrix-omics-and-environment
[1] https://www.health-ri.org/Registration-2019
[1] http://www.bbmri.nl/news/data-management-critical-step-in-genomics-research/
[1] https://twitter.com/patientexpert/status/1067358472419856384

Top URLs in Tweet in G10:
[10] https://www.usnews.com/news/healthcare-of-tomorrow/articles/2018-12-04/commentary-will-personalized-medicine-help-cure-alzheimers
[2] https://www.sciencedaily.com/releases/2018/04/180402160613.htm
[1] https://www.wired.com/story/privacy-law-showdown-congress-2019/
[1] https://www.privacyviews.org/2019predictions
[1] https://thedoctorweighsin.com/precision-medicine-non-small-cell-lung-cancer/
[1] https://www.mckinsey.com/industries/pharmaceuticals-and-medical-products/our-insights/genetic-testing-opportunities-to-unlock-value-in-precision-medicine?cid=other-eml-shl-mip-mck-oth-1811&hlkid=fcb63b78e2044ac2b7fa9b4e49b3f743&hctky=10448542&hdpid=32fa3ffd-20be-41f5-8da2-165661c3e4a0

Top Domains
Top Domains in Tweet in Entire Graph:
[231] nature.com
[161] twitter.com
[116] lnkd.in
[91] ingentium.com
[74] dopemagazine.com
[45] nationalgeographic.com
[28] labroots.com
[23] forbes.com
[22] personalizedmedicineconference.org
[19] oru.se

Top Domains in Tweet in G1:
[91] ingentium.com
[35] nature.com
[21] lnkd.in
[16] twitter.com
[15] forbes.com
[13] nationalgeographic.com
[10] pmwcintl.com
[9] biorxiv.org
[9] geekwire.com
[8] singularityhub.com

Top Domains in Tweet in G2:
[26] twitter.com
[21] personalizedmedicineconference.org
[8] statnews.com
[8] genomeweb.com
[6] slonepartners.com
[6] personalizedmedicinesummit.com
[4] nytimes.com
[3] fda.gov
[2] bluelatitude.com
[2] personalizedmedicinecoalition.org

Top Domains in Tweet in G3:
[44] lnkd.in
[31] twitter.com
[17] medicaltransformationcenter.com
[14] labroots.com
[12] nationalgeographic.com
[7] nature.com
[7] euroscicon.com
[5] sciencedaily.com
[5] magnusconferences.com
[4] instagram.com

Top Domains in Tweet in G4:
[161] nature.com
[2] futuremedicine.com
[1] sciencemag.org
[1] cancerworld.net
[1] twitter.com

Top Domains in Tweet in G5:
[14] dy.si
[6] smartdatacollective.com
[2] gea.com
[1] bit.ly

Top Domains in Tweet in G6:
[73] dopemagazine.com
[1] endocannahealth.com

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

Top Domains in Tweet in G8:
[7] jviraccess.org
[5] ufluidix.com
[4] medicalview.org
[1] twitter.com
[1] pharmaceutical-technology.com

Top Domains in Tweet in G9:
[3] health-ri.org
[2] twitter.com
[1] biorxiv.org
[1] bbmri.nl

Top Domains in Tweet in G10:
[10] usnews.com
[2] sciencedaily.com
[1] wired.com
[1] privacyviews.org
[1] thedoctorweighsin.com
[1] mckinsey.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1961] personalizedmedicine
[340] precisionmedicine
[255] healthcare
[245] genomics
[181] ai
[128] bigdata
[116] pmconf
[112] genetics
[106] cancer
[94] bioinformatics



Top Hashtags in Tweet in G1:
[336] personalizedmedicine
[201] precisionmedicine
[161] genomics
[104] bigdata
[91] healthcare
[87] ingentium
[86] ai
[85] axiomedix
[70] bioinformatics
[66] genetics

Top Hashtags in Tweet in G2:
[242] personalizedmedicine
[111] pmconf
[30] ai
[18] precisionmedicine
[18] healthcare
[13] boston
[8] genomics
[8] pharma
[7] digitalhealth
[7] csuite

Top Hashtags in Tweet in G3:
[264] personalizedmedicine
[31] healthcare
[21] precisionmedicine
[15] cancer
[15] medicine
[15] clinicalresearch
[14] biorepository
[14] brookslifesciences
[14] samplemanagement
[14] biobanking

Top Hashtags in Tweet in G4:
[169] personalizedmedicine
[1] genomics
[1] biomarkers
[1] causality
[1] costeffectiveness
[1] clinicaltrials

Top Hashtags in Tweet in G5:
[90] personalizedmedicine
[69] digitalization
[13] artificialintelligence
[8] ai
[6] data
[2] pharma
[2] drugdiscovery
[2] digitaltransformation
[1] medical
[1] healthcare

Top Hashtags in Tweet in G6:
[1] cbdivahealth
[1] genetics
[1] personalizedmedicine
[1] endocannabinoid
[1] ecs

Top Hashtags in Tweet in G7:
[34] personalizedmedicine
[26] healthcare
[15] berlin
[15] digitalhealth
[15] data
[14] precisionmedicine
[13] future
[12] dn18
[10] genome
[10] aggregation

Top Hashtags in Tweet in G8:
[16] personalizedmedicine
[12] xmed
[7] 3dprinting
[7] heartpatients
[7] heartvalves
[5] researchers
[5] ptif
[5] alzheimers
[3] dementia
[3] patient

Top Hashtags in Tweet in G9:
[11] personalizedmedicine
[10] h_ri19
[8] predictivemedicine
[5] dna
[4] datamanagement
[3] p4medicine
[3] stratifying
[2] utrecht
[2] criticalstep
[1] deeplearning

Top Hashtags in Tweet in G10:
[33] personalizedmedicine
[16] dataprivacy
[16] dataprotection
[16] eprivacy
[10] ai
[10] alzheimers
[10] dementia
[10] neuroscience
[10] genetics
[4] data

Top Words
Top Words in Tweet in Entire Graph:
[2328] Words in Sentiment List#1: Positive
[741] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[56831] Non-categorized Words
[59900] Total Words
[1971] personalizedmedicine
[602] medicine
[392] personalized
[362] healthcare
[341] precisionmedicine

Top Words in Tweet in G1:
[342] personalizedmedicine
[217] lifebitai
[201] precisionmedicine
[177] genomics
[137] t
[135] https
[126] healthcare
[114] co
[104] bigdata
[102] medicine

Top Words in Tweet in G2:
[242] personalizedmedicine
[130] permedcoalition
[111] pmconf
[45] more
[40] w
[40] discuss
[38] medicine
[37] panel
[36] healthcare
[35] patients

Top Words in Tweet in G3:
[266] personalizedmedicine
[48] medicine
[38] healthcare
[34] personalized
[31] cancer
[29] health
[28] biobanking
[24] more
[24] 2019
[21] new

Top Words in Tweet in G4:
[169] personalizedmedicine
[162] pitfalls
[161] statistical
[161] stephensenn
[160] personalized
[160] medicine
[159] latest
[159] piece
[158] cites
[156] vpp

Top Words in Tweet in G5:
[138] gt
[90] personalizedmedicine
[69] path
[69] toward
[69] step
[69] three
[69] barriers
[69] adoption
[69] digitalization
[69] link

Top Words in Tweet in G6:
[73] cbdivahealth
[73] road
[73] individualized
[73] medicine
[73] great
[73] article
[73] suggest
[73] visit
[73] actual
[69] endocaâ

Top Words in Tweet in G7:
[34] personalizedmedicine
[26] healthcare
[25] anoizet
[23] data
[20] great
[17] datanativesconf
[15] berlin
[15] digitalhealth
[14] genome
[14] precisionmedicine

Top Words in Tweet in G8:
[16] fit
[16] personalizedmedicine
[13] used
[12] ludmercentre
[12] xmed
[11] medical_view
[11] soon
[10] stem
[10] cells
[9] ninatandon

Top Words in Tweet in G9:
[25] health__ri
[22] data
[17] conference
[16] s
[16] register
[13] dementia
[13] deeplearning
[12] new
[12] paper
[12] grey

Top Words in Tweet in G10:
[33] personalizedmedicine
[24] privacyviews
[16] 2019
[16] dataprivacy
[16] dataprotection
[16] eprivacy
[10] top
[10] predictions
[10] ai
[10] help

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[298] personalized,medicine
[190] statistical,pitfalls
[175] pitfalls,personalized
[173] precisionmedicine,personalizedmedicine
[160] latest,piece
[160] piece,personalizedmedicine
[160] personalizedmedicine,statistical
[159] stephensenn,latest
[159] medicine,cites
[157] cites,vpp

Top Word Pairs in Tweet in G1:
[134] precisionmedicine,personalizedmedicine
[124] https,t
[114] t,co
[85] ingentium,axiomedix
[77] axiomedix,precisionmedicine
[51] genomics,genetics
[39] precision,medicine
[32] personalizedmedicine,precisionmedicine
[28] ceo,mariachatzou
[24] personalized,medicine

Top Word Pairs in Tweet in G2:
[19] personalized,medicine
[18] more,effective
[17] dec,6
[15] pleased,join
[15] join,foleyandlardner
[15] foleyandlardner,permedcoalition
[15] permedcoalition,dec
[15] 6,ssf
[15] discuss,personalizedmedicine
[15] personalizedmedicine,investing

Top Word Pairs in Tweet in G3:
[24] personalized,medicine
[16] life,sciences
[14] cleveland,clinic
[14] clinic,brooks
[14] brooks,life
[14] sciences,open
[14] open,state
[14] state,art
[14] art,21
[14] 21,000

Top Word Pairs in Tweet in G4:
[161] statistical,pitfalls
[159] latest,piece
[159] piece,personalizedmedicine
[159] personalizedmedicine,statistical
[159] pitfalls,personalized
[159] personalized,medicine
[158] medicine,cites
[158] stephensenn,latest
[156] cites,vpp
[4] early,cost

Top Word Pairs in Tweet in G5:
[69] path,toward
[69] toward,personalizedmedicine
[69] personalizedmedicine,step
[69] step,three
[69] three,barriers
[69] barriers,adoption
[69] adoption,digitalization
[69] digitalization,link
[69] link,gt
[69] gt,gt

Top Word Pairs in Tweet in G6:
[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
[3] actual,endoca

Top Word Pairs in Tweet in G7:
[13] want,miss
[13] miss,future
[13] future,digitalhealth
[13] digitalhealth,precisionmedicine
[13] precisionmedicine,healthcare
[13] healthcare,personalizedmedicine
[12] busy,weeks
[12] weeks,healthcare
[12] healthcare,community
[12] community,berlin

Top Word Pairs in Tweet in G8:
[10] stem,cells
[9] xmed,ninatandon
[9] ninatandon,growyourownbone
[9] growyourownbone,makes
[9] makes,exact
[9] exact,fit
[9] fit,bone
[9] bone,implants
[9] implants,using
[9] using,stem

Top Word Pairs in Tweet in G9:
[12] new,paper
[12] paper,grey
[12] grey,matter
[12] matter,age
[12] age,prediction
[12] prediction,biomarker
[12] biomarker,dementia
[12] dementia,risk
[12] risk,using
[12] using,deeplearning

Top Word Pairs in Tweet in G10:
[16] 2019,dataprivacy
[16] dataprivacy,dataprotection
[10] top,privacyviews
[10] privacyviews,predictions
[10] predictions,2019
[10] dataprotection,personalizedmedicine
[10] personalizedmedicine,ai
[10] ai,eprivacy
[10] personalizedmedicine,help
[10] help,cure

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lifebitai
@stephensenn
@vpp
@permedcoalition
@cbdivahealth
@antgrasso
@forbes
@matejoresic
@orebrouni

Top Mentioned in G1:
@lifebitai
@forbes
@mariachatzou
@atulbutte
@naturemedicine
@axiomedixinc
@pmwcintl
@projectshivom
@hbio_info
@ucsf

Top Mentioned in G2:
@permedcoalition
@slonepartners
@genomicsengland
@emilykg1
@us_fda
@genomecanada
@foleyandlardner
@megtirrell
@roche
@emilysentourage

Top Mentioned in G3:
@pmedevent
@tvytter
@transhitbio
@rtsafe

Top Mentioned in G4:
@stephensenn
@vpp
@vpplenarysesh
@fsgcer
@ritaindefaria
@naturenews
@davdittrich
@leadingbiotech

Top Mentioned in G5:
@antgrasso
@evankirstel
@smartdataco
@fs_healthcare
@michelefrosty
@geapharma
@frost_sullivan
@irmaraste
@evirahealth

Top Mentioned in G6:
@cbdivahealth
@endoca
@endocannah

Top Mentioned in G7:
@anoizet
@datanativesconf
@erwinbottinger
@frontiershealth
@medableinc
@longmiremd
@hpi_de
@unitartu
@elishevamarcus
@elenaoua

Top Mentioned in G8:
@medical_view
@ludmercentre
@ninatandon
@growyourownbone
@wyssinstitute
@catchthebaby
@harvard
@zagumbhatti
@uthouston_ir
@lukewilkins_uva

Top Mentioned in G9:
@health__ri
@roshchupkin
@bbmrinl
@dtl_nl
@zonmw
@benienv
@eatriseric
@lygature

Top Mentioned in G10:
@privacyviews
@lead_coalition
@theannals
@victoriatr
@medivizor
@rickross10
@nigewillson
@technionlive
@genomeresearch
@healthcarewen

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@sahelhkj
@nosqldigest
@evankirstel
@washumom
@ottlegalrebels
@gamergeeknews
@businessinsider
@blanca_mar2004

Top Tweeters in G1:
@arkangelscrap
@nosqldigest
@gamergeeknews
@chidambara09
@bbcnews
@nytimes
@washingtonpost
@entwistletx
@grattongirl
@caring_mobile

Top Tweeters in G2:
@foxnews
@zuzudotai
@elviraduranc
@brookingsinst
@matthewherper
@a_donna
@harvard
@webmd
@mbohl07
@atlanticlive

Top Tweeters in G3:
@pdjmoo
@cybersecboardrm
@ragstorm
@theiotwarehouse
@birdtechnologys
@danielcfng
@mybiotechniques
@innovation2
@fuenteapolo
@tvytter

Top Tweeters in G4:
@kentbottles
@ayirpelle
@michaelscally
@b_cavello
@naturenews
@priceeqn
@kgapo
@khaled_ouanes
@vpplenarysesh
@prof_ian_shaw

Top Tweeters in G5:
@evankirstel
@richsimmondsza
@colorstreamedia
@mediapython
@expandamp
@ene3112
@thehipposhoe
@irmaraste
@smartdataco
@antgrasso

Top Tweeters in G6:
@trishal8
@piterproperty
@fackdsyes
@cbdivahealth
@qiilsoo2j7bwtah
@allhackteaser
@yz6ct9dly2v59y8
@zwnwm3gvxr6hjlg
@keykr2
@1heuztsrhce9ozt

Top Tweeters in G7:
@biconnections
@calcaware
@rasushrestha
@healtheugene
@simonbayly
@markpun
@yeysus
@dianamoelter
@mhealth1
@cottila

Top Tweeters in G8:
@cancergeek
@catchthebaby
@skap5
@eldonredwards
@bethritterguth
@06mustafa_tr
@mcgillu
@aenoreth
@aminekorchimd
@spulim

Top Tweeters in G9:
@ashot_
@nschiettekatte
@oscarcamararey
@zonmw
@jennyferambe
@rwwh
@elixireurope
@celia_vgelder
@patientexpert
@bbmrieric

Top Tweeters in G10:
@sectest9
@blanca_mar2004
@mjoehlerich
@saludhealthinfo
@openmarketingtv
@dlhampton
@pmc2009pmc
@medivizor
@westr
@twistedblaster


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