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personalizedmedicine_2017-03-20_04-36-30.xlsx
personalizedmedicine_2017-03-20_04-36-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 20, 2017
Short Description:
personalizedmedicine via NodeXL http://bit.ly/2nXX87e
@personal_med
@personalmedscon
@richardf0ng
@uabprecisionmed
@fsgpme
@permedcoalition

Description:
Description
The graph represents a network of 868 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 Monday, 20 March 2017 at 11:45 UTC.

The requested start date was Monday, 20 March 2017 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 50-day, 19-hour, 6-minute period from Saturday, 28 January 2017 at 00:35 UTC to Sunday, 19 March 2017 at 19:41 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 : 868
Unique Edges : 1222
Edges With Duplicates : 859
Total Edges : 2081
Self-Loops : 671
Reciprocated Vertex Pair Ratio : 0.0219298245614035
Reciprocated Edge Ratio : 0.0429184549356223
Connected Components : 105
Single-Vertex Connected Components : 46
Maximum Vertices in a Connected Component : 656
Maximum Edges in a Connected Component : 1693
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.264422
Graph Density : 0.00154805755319205
Modularity : 0.483729
NodeXL Version : 1.0.1.375

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[27] https://twitter.com/ScientificSch/status/834786201840316416
[14] http://www.personalizedmedicinecoalition.org/Userfiles/PMC-Corporate/file/The-Personalized-Medicine-Report1.pdf?sf60712488=1
[12] http://www.personalizedmedicinecoalition.org/Userfiles/PMC-Corporate/file/The-Personalized-Medicine-Report1.pdf
[12] http://www.fiercehealthcare.com/it/personalized-medicine-data-accessibility-will-shape-next-century-healthcare
[9] http://letsfaceit.care/
[8] https://goboldly.com/personalized-medicine?utm_source=paid_twitter&utm_medium=social&utm_campaign=GoBold-Launch&utm_content=PerMed-HCDM-tw-link-Innovation-Educate:129&sf53141370=1
[8] https://www.nutrigenomix.com/news-page
[7] http://bioinformaticsbarcelona.eu/news/55/alfonso-valencia-is-appointed-as-director-of-the-life-sciences-department-within-bsc
[7] http://www.personalizedmedpsych.com/article/S2468-1717(16)30024-2/fulltext?sf51213640=1
[7] http://www.personalizedmedpsych.com/?sf57633968=1

Top URLs in Tweet in G1:
[9] http://letsfaceit.care/
[6] http://www.regenerismedical.com/blog/2017/01/27/personalized-medicine/
[6] http://clinicalomics.com/articles/report-ids-drivers-hurdles-for-personalized-medicine-growth/958
[4] http://www.cmaj.ca/lookup/doi/10.1503/cmaj.160267?utm_content=buffer117ba&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://www.ajmc.com/newsroom/pmc-report-proposes-strategies-for-clinical-integration-of-personalized-medicine
[4] http://www.personalizedmedicinecoalition.org/Userfiles/PMC-Corporate/file/The-Personalized-Medicine-Report1.pdf
[4] https://goboldly.com/personalized-medicine?utm_source=paid_twitter&utm_medium=social&utm_campaign=GoBold-Launch&utm_content=PerMed-HCDM-tw-link-Innovation-Educate:129&sf53141370=1
[4] https://www.potentiamed.com/personalized-medicine-leveraging-new-information-and-analytics-to-support-patient-centric-care/
[3] http://www.fiercehealthcare.com/it/personalized-medicine-data-accessibility-will-shape-next-century-healthcare
[3] http://www.medgadget.com/2017/01/personalized-medicine-targeted-therapeutics-and-companion-diagnostic-market-size-and-forecast-to-2019-strategic-analysis-of-industry-trends-technologies-participants-and-environment.html

Top URLs in Tweet in G2:
[6] http://www.personalizedmedpsych.com/?sf57633968=1
[6] http://www.personalizedmedpsych.com/article/S2468-1717(16)30024-2/fulltext?sf51213640=1
[4] http://www.futuremedicine.com/toc/pme/14/2
[4] http://www.forbes.com/sites/reenitadas/2017/03/08/drug-development-industry-bets-big-on-precision-medicine-5-top-trends-shaping-future-care-delivery/#3ab07495d3a2
[3] http://www.econotimes.com/Organoids-the-future-of-medical-research-546545
[3] http://www.igi-global.com/chapter/pharmacogenomics-and-cardiovascular-disease/176215
[3] http://bit.ly/2l4Hyd3
[3] http://tlcr.amegroups.com/article/view/12141
[3] http://onlinelibrary.wiley.com/doi/10.1002/mds.26913/full
[3] http://bit.ly/2mmoZBp

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/839334672224116736
[1] https://twitter.com/i/web/status/839581539453272065
[1] https://twitter.com/i/web/status/838856719748988928
[1] https://twitter.com/i/web/status/839581822916915212
[1] https://twitter.com/i/web/status/838856752200302592
[1] http://www.collabrx.com/paying-precision-oncology-decides/
[1] http://bit.ly/2mHiO71
[1] http://www.fiercehealthcare.com/it/personalized-medicine-data-accessibility-will-shape-next-century-healthcare
[1] https://twitter.com/i/web/status/839871873366241280
[1] https://twitter.com/i/web/status/835456044868452353

Top URLs in Tweet in G4:
[2] https://goboldly.com/personalized-medicine
[2] http://personalizedmedicine.conferenceseries.com/europe/
[1] https://www.springer.com/life+sciences/cell+biology/journal/12015
[1] https://eurekalert.org/pub_releases/2017-01/ibri-eeh013017.php
[1] http://www.research.ibm.com/5-in-5/nanotech-for-healthcare/
[1] http://personalizedmedicine.conferenceseries.com/
[1] https://www.potentiamed.com/personalized-medicine-leveraging-new-information-and-analytics-to-support-patient-centric-care/
[1] https://pharma.elsevier.com/pharma-rd/personalized-vs-precision-medicine/
[1] http://www.fiercehealthcare.com/it/personalized-medicine-data-accessibility-will-shape-next-century-healthcare
[1] http://on.inc.com/2kvYW8Y?utm_content=46387989&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G5:
[6] http://www.personalizedmedicinecoalition.org/Userfiles/PMC-Corporate/file/The-Personalized-Medicine-Report1.pdf
[3] https://www.genomeweb.com/molecular-diagnostics/personalized-medicine-growing-though-challenges-remain
[3] http://www.personalizedmedicinecoalition.org/News/Press_Releases/PMC_Analysis_Personalized_Medicines_Top_20_Percent_of_FDA_Approvals_For_Third_Straight_Year
[2] http://www.personalizedmedicinesummit.com/
[2] http://www.personalizedmedicinecoalition.org/Userfiles/PMC-Corporate/file/PM-in-the-Clinic1.pdf
[2] https://personalizedmedicine.blog/2017/02/07/analyzing-actionable-the-key-elements-of-successful-clinical-interpretation-in-oncology/
[2] https://www.sciencedaily.com/releases/2017/02/170207092724.htm
[1] https://www.theatlantic.com/science/archive/2017/03/the-gops-new-bill-is-a-disaster-for-genetics-research/519645/
[1] https://twitter.com/turnaray/status/841691691279106049
[1] https://twitter.com/i/web/status/834510648897859584

Top URLs in Tweet in G6:
[5] https://futurism.com/personalized-medicine-may-do-more-to-treat-rather-than-prevent-chronic-diseases/
[4] https://goboldly.com/personalized-medicine?utm_source=paid_twitter&utm_medium=social&utm_campaign=GoBold-Launch&utm_content=PerMed-HCDM-tw-link-Innovation-Educate:129&sf53141370=1
[2] http://ow.ly/LB1N308xl6S
[2] http://www.precisionmedicine-congress.com/who-is-speaking/free-webinar/
[2] http://www.pmwcintl.com/2017sv/sessionthemes-patient-power-the-changing-role-of-individuals/
[2] http://bit.ly/2jyrRpB
[2] http://www.northshore.org/personalized-medicine/our-services/clinical-expertise/endocrinology/?platform=hootsuite
[2] http://ow.ly/eVip308Cdxh
[2] http://dnatesting1.com
[2] https://medicalxpress.com/news/2017-02-optogenetics-gene-role-neural-defects.html

Top URLs in Tweet in G7:
[2] https://twitter.com/ScientificSch/status/834786201840316416
[2] http://www.iflscience.com/health-and-medicine/scientists-to-trial-personalized-vaccine-against-one-type-of-cancer/?platform=hootsuite
[1] https://twitter.com/i/web/status/841305963881717760
[1] https://twitter.com/i/web/status/841342655825117184
[1] https://tincture.io/and-suddenly-everything-will-be-different-biologys-iphone-moment-9022da58c5a3?utm_content=buffer2db21&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#.3o547y6ac
[1] https://tincture.io/and-suddenly-everything-will-be-different-biologys-iphone-moment-9022da58c5a3?utm_content=buffer8c614&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#.3o547y6ac
[1] https://tincture.io/and-suddenly-everything-will-be-different-biologys-iphone-moment-9022da58c5a3?utm_content=buffer526c0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#.3o547y6ac
[1] http://buff.ly/2kvWejO
[1] https://tincture.io/and-suddenly-everything-will-be-different-biologys-iphone-moment-9022da58c5a3?utm_content=bufferebb0e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/839888566440325122

Top URLs in Tweet in G8:
[1] http://www.personalizedmedicinecoalition.org/Userfiles/PMC-Corporate/file/The-Personalized-Medicine-Report1.pdf
[1] https://www.genomeweb.com/molecular-diagnostics/fdas-personalized-medicine-leader-leaving-liquid-biopsy-startup-grail
[1] http://www.trendintech.com/2017/03/06/personalized-medicine-is-great-for-treatment-but-what-about-prevention-of-chronic-diseases/
[1] https://twitter.com/i/web/status/830055332474912768
[1] https://twitter.com/i/web/status/826410111845412865

Top URLs in Tweet in G9:
[23] https://twitter.com/ScientificSch/status/834786201840316416

Top URLs in Tweet in G10:
[12] http://www.personalizedmedicinecoalition.org/Userfiles/PMC-Corporate/file/The-Personalized-Medicine-Report1.pdf?sf60712488=1
[2] http://www.novartispharmaceuticals.com/en/stories/detail/when-innovation-draws-a-new-future-for-patient-treatments?hootPostID=5979d43245995a9c8af94daa73f17a4e
[1] http://www.novartispharmaceuticals.com/en/stories/detail/when-innovation-draws-a-new-future-for-patient-treatments?hootPostID=5979d43245995a9c8af94daa73f17a4e&utm_content=bufferf7c54&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://pic.twitter.com/TXUpC0rFM9?utm_content=buffer96c46&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://www.novartispharmaceuticals.com/en/stories/detail/when-innovation-draws-a-new-future-for-patient-treatments?hootPostID=5979d43245995a9c8af94daa73f17a4e&utm_content=buffer8a7fd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[195] twitter.com
[129] instagram.com
[65] bit.ly
[35] ow.ly
[32] personalizedmedicinecoalition.org
[18] nih.gov
[17] goboldly.com
[17] personalizedmedpsych.com
[16] springer.com
[13] sciencedirect.com

Top Domains in Tweet in G1:
[67] twitter.com
[18] bit.ly
[13] ow.ly
[9] letsfaceit.care
[8] paper.li
[6] cmaj.ca
[6] personalizedmedicinecoalition.org
[6] goboldly.com
[6] buff.ly
[6] regenerismedical.com

Top Domains in Tweet in G2:
[36] bit.ly
[14] personalizedmedpsych.com
[11] nih.gov
[10] sciencedirect.com
[10] springer.com
[9] nature.com
[9] wiley.com
[7] twitter.com
[6] futuremedicine.com
[6] lww.com

Top Domains in Tweet in G3:
[7] twitter.com
[1] collabrx.com
[1] bit.ly
[1] fiercehealthcare.com

Top Domains in Tweet in G4:
[12] twitter.com
[3] conferenceseries.com
[2] springer.com
[2] genomeweb.com
[2] goboldly.com
[1] eurekalert.org
[1] ibm.com
[1] potentiamed.com
[1] elsevier.com
[1] fiercehealthcare.com

Top Domains in Tweet in G5:
[13] twitter.com
[11] personalizedmedicinecoalition.org
[4] genomeweb.com
[3] sciencedaily.com
[2] personalizedmedicinesummit.com
[2] personalizedmedicine.blog
[2] ajmc.com
[2] foley.com
[1] theatlantic.com
[1] globenewswire.com

Top Domains in Tweet in G6:
[6] twitter.com
[5] futurism.com
[5] ow.ly
[4] goboldly.com
[4] medicalxpress.com
[2] precisionmedicine-congress.com
[2] pmwcintl.com
[2] bit.ly
[2] northshore.org
[2] dnatesting1.com

Top Domains in Tweet in G7:
[11] twitter.com
[4] tincture.io
[2] iflscience.com
[1] buff.ly
[1] digitaljournal.com
[1] forbes.com
[1] novartispharmaceuticals.com
[1] linkedin.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] personalizedmedicinecoalition.org
[1] genomeweb.com
[1] trendintech.com

Top Domains in Tweet in G9:
[23] twitter.com

Top Domains in Tweet in G10:
[12] personalizedmedicinecoalition.org
[4] novartispharmaceuticals.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1477] personalizedmedicine
[414] precisionmedicine
[180] genomics
[176] pmcon
[131] diy
[131] lifestylemedicine
[85] genetics
[68] healthcare
[40] bigdata
[38] storemytumor

Top Hashtags in Tweet in G1:
[445] personalizedmedicine
[44] precisionmedicine
[21] pmcon
[14] genomics
[12] genetics
[11] cancer
[11] chronicdiseases
[11] storemytumor
[10] healthcare
[7] bigdata

Top Hashtags in Tweet in G2:
[191] personalizedmedicine
[152] pmcon
[149] precisionmedicine
[106] genomics
[14] hopkinsinhealth
[6] antidepressant
[6] depression
[4] psychiatry
[3] bipolar
[2] panicdisorder

Top Hashtags in Tweet in G3:
[39] genomics
[39] genetics
[25] aghi
[25] precisionmedicine
[24] personalizedmedicine
[14] wgs
[8] hudsonalpha
[6] healthcare
[5] genomicmedicine
[2] impatientrevolution

Top Hashtags in Tweet in G4:
[68] personalizedmedicine
[26] biomarkers
[25] diagnostics
[25] drugdiscovery
[5] precisionmedicine
[4] healthcare
[4] science
[3] dna
[3] genomics
[3] genetics

Top Hashtags in Tweet in G5:
[79] personalizedmedicine
[13] oncology
[8] precisionmedicine
[8] healthcare
[6] bpmsummit
[6] permedpolicy
[4] 2ndpm
[3] ehr
[2] innovation
[2] bigdata

Top Hashtags in Tweet in G6:
[109] personalizedmedicine
[27] storemytumor
[24] immunotherapy
[24] celltherapy
[19] nsnextmed
[14] treatment
[13] icymi
[13] bankedtumortissue
[11] precisionmedicine
[11] trials

Top Hashtags in Tweet in G7:
[42] personalizedmedicine
[11] datamining
[6] iasog
[6] nutrition
[5] healthcare
[4] bigdata
[3] permedpolicy
[3] unt
[3] research
[3] news

Top Hashtags in Tweet in G8:
[18] genomicsfest
[14] personalizedmedicine
[12] genomes
[4] fda
[1] genetic
[1] liquidbiopsy
[1] cancer
[1] chronicdiseases
[1] type2diabetes

Top Hashtags in Tweet in G9:
[23] personalizedmedicine
[23] genetics
[23] precisionmedicine

Top Hashtags in Tweet in G10:
[17] personalizedmedicine
[4] bigdata
[3] goboldly
[1] science

Top Words
Top Words in Tweet in Entire Graph:
[688] Words in Sentiment List#1: Positive
[303] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[20688] Non-categorized Words
[21679] Total Words
[1479] personalizedmedicine
[414] precisionmedicine
[194] genomics
[176] pmcon
[131] diy

Top Words in Tweet in G1:
[445] personalizedmedicine
[44] precisionmedicine
[43] patients
[37] cancer
[36] medicine
[32] more
[32] treatment
[31] personalized
[28] care
[28] patient

Top Words in Tweet in G2:
[190] personalizedmedicine
[152] pmcon
[149] precisionmedicine
[112] genomics
[32] cancer
[27] hopkinsinhealth
[24] new
[23] personalmedscon
[22] personalized
[18] help

Top Words in Tweet in G3:
[39] genomics
[39] genetics
[38] health
[31] here
[30] s
[26] initiative
[25] alabama
[25] genomic
[25] work
[25] aghi

Top Words in Tweet in G4:
[68] personalizedmedicine
[26] biomarkers
[26] disease
[25] market
[25] product
[25] application
[25] diagnostics
[25] drugdiscovery
[25] indication
[25] sample

Top Words in Tweet in G5:
[79] personalizedmedicine
[44] permedcoalition
[15] clinical
[13] report
[13] oncology
[12] 's
[10] interpretation
[9] outcomes
[9] lower
[9] costs

Top Words in Tweet in G6:
[109] personalizedmedicine
[38] w
[32] storemytumor
[27] tissue
[26] treatment
[24] immunotherapy
[24] celltherapy
[22] patients
[19] nsnextmed
[17] northshoreweb

Top Words in Tweet in G7:
[43] personalizedmedicine
[11] datamining
[10] team_icombine
[9] data
[8] discussing
[8] medisapiens
[8] turn
[8] oceans
[8] knowledge
[7] biology's

Top Words in Tweet in G8:
[18] genomicsfest
[14] personalizedmedicine
[12] much
[12] know
[12] genomes
[12] manuelcorpas
[12] sequenced
[12] family
[12] shared
[12] results

Top Words in Tweet in G9:
[23] stepping
[23] new
[23] era
[23] personalizedmedicine
[23] genetics
[23] precisionmedicine
[22] richardf0ng

Top Words in Tweet in G10:
[17] personalizedmedicine
[12] science
[12] advances
[12] lead
[12] 62
[12] increase
[12] medicines
[12] market
[12] considered
[11] phrma

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[183] precisionmedicine,personalizedmedicine
[131] diy,lifestylemedicine
[131] lifestylemedicine,precisionmedicine
[84] pmcon,precisionmedicine
[75] personalizedmedicine,genomics
[60] pmcon,personalizedmedicine
[40] personalized,medicine
[38] precisionmedicine,genomics
[34] here,s
[31] personalizedmedicine,genetics

Top Word Pairs in Tweet in G1:
[17] personalized,medicine
[11] storemytumor,personalizedmedicine
[11] personalizedmedicine,happens
[11] happens,patients
[11] patients,use
[11] use,tissue
[11] tissue,stored
[11] stored,w
[11] w,storemytumor
[10] precisionmedicine,personalizedmedicine

Top Word Pairs in Tweet in G2:
[76] pmcon,precisionmedicine
[57] pmcon,personalizedmedicine
[56] personalizedmedicine,genomics
[38] precisionmedicine,genomics
[33] precisionmedicine,personalizedmedicine
[21] precisionmedicine,pmcon
[18] personalizedmedicine,pmcon
[16] help,personalizedmedicine
[15] updated,cystic
[15] cystic,fibrosis

Top Word Pairs in Tweet in G3:
[30] here,s
[25] s,alabama
[25] alabama,genomic
[25] genomic,health
[25] health,initiative
[25] initiative,work
[25] work,aghi
[25] aghi,genomics
[25] genomics,precisionmedicine
[25] precisionmedicine,genetics

Top Word Pairs in Tweet in G4:
[25] biomarkers,market
[25] market,product
[25] product,application
[25] application,diagnostics
[25] diagnostics,drugdiscovery
[25] drugdiscovery,personalizedmedicine
[25] personalizedmedicine,disease
[25] disease,indication
[25] indication,sample
[25] sample,http

Top Word Pairs in Tweet in G5:
[10] clinical,interpretation
[9] outcomes,lower
[9] lower,costs
[6] personalizedmedicine,precisionmedicine
[6] pm,report
[6] report,shows
[6] shows,personalizedmedicine
[6] personalizedmedicine,matters
[6] matters,health
[6] health,policy

Top Word Pairs in Tweet in G6:
[16] personalizedmedicine,happens
[16] happens,patients
[16] patients,use
[16] use,tissue
[16] tissue,stored
[16] stored,w
[16] w,storemytumor
[13] icymi,kind
[13] kind,treatment
[13] treatment,bankedtumortissue

Top Word Pairs in Tweet in G7:
[8] discussing,medisapiens
[8] medisapiens,turn
[8] turn,oceans
[8] oceans,data
[8] data,knowledge
[8] knowledge,datamining
[8] datamining,personalizedmedicine
[7] biology's,iphone
[7] iphone,moment
[7] advances,science

Top Word Pairs in Tweet in G8:
[12] much,know
[12] know,genomes
[12] genomes,manuelcorpas
[12] manuelcorpas,sequenced
[12] sequenced,family
[12] family,shared
[12] shared,results
[12] results,genomicsfest
[11] alvise_trevisan,much
[11] genomicsfest,per

Top Word Pairs in Tweet in G9:
[23] stepping,new
[23] new,era
[23] era,personalizedmedicine
[23] personalizedmedicine,genetics
[23] genetics,precisionmedicine
[22] richardf0ng,stepping

Top Word Pairs in Tweet in G10:
[12] 62,increase
[12] increase,medicines
[12] medicines,market
[12] market,considered
[12] considered,personalizedmedicine
[11] science,advances
[11] advances,lead
[11] lead,62
[9] phrma,science
[9] personalizedmedicine,gobol

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@permedcoalition
@personalmedscon
@fsgpme
@richardf0ng
@uabprecisionmed
@northshoreweb
@els_psychiatry
@storemytumor
@hudsonalpha
@manuelcorpas

Top Mentioned in G1:
@permedcoalition
@personalmedscon
@fsgpme
@vlckow
@multiplexdx
@storemytumor
@myriadmychoice
@northshoreweb
@myriadgenetics
@tincturehealth

Top Mentioned in G2:
@personalmedscon
@els_psychiatry
@hopkinsinhealth
@fsgpme
@sciencedaily
@forbes
@econodaily
@genomeweb
@moffittnews
@mashable

Top Mentioned in G3:
@uabprecisionmed
@hudsonalpha
@mattmight
@cernerphysician
@smithgenomicmed
@whitehouse
@ngly1org
@bertrandmight
@uabcancercenter
@strataoncology

Top Mentioned in G4:
@printaidetn

Top Mentioned in G5:
@permedcoalition
@nofone
@foleyandlardner
@teaminspire
@pennmedicine
@stanfordmed
@swhramy
@t3cancer
@questdx
@edmarkey

Top Mentioned in G6:
@northshoreweb
@matterchicago
@storemytumor
@michellenyman
@brettking
@personalmedscon
@barry_j_whyte
@stationxinc
@jhagenk
@fiercebiotech

Top Mentioned in G7:
@team_icombine
@medisapiens
@iaso_g
@ontariogenomics
@morningconsult
@fkhealth
@rach_ade
@senmarkey
@permedcoalition
@sophiagenetics

Top Mentioned in G8:
@manuelcorpas
@alvise_trevisan
@grailbio
@maneeshjuneja
@exosomedx
@genomeweb
@askmr
@permedcoalition
@philippabrice

Top Mentioned in G9:
@richardf0ng

Top Mentioned in G10:
@phrma
@novartispharma

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@huffingtonpost
@pussinpjs1
@primal
@ottlegalrebels
@mashable
@3d_genuity
@suzanneinlgb
@walesbuzz
@alevergara78

Top Tweeters in G1:
@rnomics
@scienmag
@wef
@byqatar
@qatarisbooming
@letsfaceitcare
@pharmascrip
@spirospianada
@sportiedoc
@unc

Top Tweeters in G2:
@mashable
@forbes
@salon
@johnwrght473
@yahoofinance
@brianhwaters
@mauricehayes86
@pakovgt63
@analuciamcardio
@dnaed_tech

Top Tweeters in G3:
@brianpardy
@jwbelmon
@illumina
@tyler_k_greer
@10
@mattmight
@cernerphysician
@lizworthey
@bertrandmight
@hudsonalpha

Top Tweeters in G4:
@doctorfullerton
@contractlab
@toxicdata
@vaactiveangels
@biotechmd
@digitalgypsie
@affygility
@hl7indiatsc
@amybphd
@acrohealth

Top Tweeters in G5:
@natlawreview
@seqcomplete
@daleyuzuki
@angelseti
@tn_lyn
@dshaywitz
@teaminspire
@mb_oncology
@ajmc_journal
@stanfordmed

Top Tweeters in G6:
@technowornever
@brettking
@twinkleportal
@omborifintech
@fiercebiotech
@coliemariel
@statnews
@northshoreweb
@mediaplanetusa
@stationxinc

Top Tweeters in G7:
@walesbuzz
@rebelagenda
@dushyantgadewal
@morningconsult
@uthealth_sbmi
@iflscience
@hichamsouilmi
@pvanderschelde6
@senmarkey
@patientslikeme

Top Tweeters in G8:
@cathcoste
@maneeshjuneja
@billaut
@glyn_dk
@dnadigest
@manuelcorpas
@repositiveio
@shapepediatrics
@flgenomics
@aedeconinck

Top Tweeters in G9:
@gamesparam0re
@ltsofficial_jay
@kathieendebellz
@hnicole_00
@delawarenothlng
@stlll_bleeding_
@nae_betheb0ss
@jbar0oah
@theeistreeuct
@plugflle

Top Tweeters in G10:
@hcsmnews
@ssgdjdaily
@hinj_org
@phrma
@andrewpowaleny
@dilyelisa
@cathywindels
@sphealthmktg
@sales_vision
@novartispharma