personalizedmedicine, Twitter, 8/14/2020 3:20:12 AM, 232611


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personalizedmedicine_2020-08-13_19-50-24.xlsx
personalizedmedicine_2020-08-13_19-50-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 14, 2020
Short Description:
personalizedmedicine via NodeXL https://bit.ly/2Y2H1tE
@journalbio
@sduguez_lab
@neuroendotalk
@pmedcast
@personalmedni
@simonaprilmonn
@pmbern
@icpermed
@permedcoalition
@europersonaliz1

Top hashtags:
#personalizedmedicine
#healthcare
#precisionmedicine
#nowhiring

Description:
Description
The graph represents a network of 909 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, 14 August 2020 at 02:51 UTC.

The requested start date was Friday, 14 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 73-day, 14-hour, 57-minute period from Monday, 01 June 2020 at 05:58 UTC to Thursday, 13 August 2020 at 20:55 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 : 909
Unique Edges : 716
Edges With Duplicates : 1224
Total Edges : 1940
Number of Edge Types : 5
Tweet : 293
Retweet : 498
MentionsInRetweet : 788
Mentions : 339
Replies to : 22
Self-Loops : 299
Reciprocated Vertex Pair Ratio : 0.0378109452736318
Reciprocated Edge Ratio : 0.0728667305848514
Connected Components : 221
Single-Vertex Connected Components : 105
Maximum Vertices in a Connected Component : 197
Maximum Edges in a Connected Component : 557
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.614554
Graph Density : 0.00126367262276888
Modularity : 0.552726
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 909 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, 14 August 2020 at 02:51 UTC.

The requested start date was Friday, 14 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 73-day, 14-hour, 57-minute period from Monday, 01 June 2020 at 05:58 UTC to Thursday, 13 August 2020 at 20:55 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:
[31] https://external.terasaki.org/careers
[12] https://medicaltransformationcenter.com/personalized-medicine/
[6] https://www.pmedcast.com/2020/06/03/ep013-adverse-drug-reactions-amani-saini/
[5] https://www.longdom.com/webinars/personalizedmedicine
[5] https://www.atmps.net/
[4] https://www.pmedcast.com/2020/08/05/episode-017/
[4] https://werkenbijumcg.nl/-/vacatures/phd-position-clinical-trials-and-personalized-medicine/10419-02s0005w8p?inheritRedirect=true&redirect=/vacatures%3Fq%3Dphd
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41564-020-0743-8
[4] https://www.youtube.com/watch?v=MeOGbS21CaI

[3] https://www.pmedcast.com/2020/07/01/ep015/

Top URLs in Tweet in G1:
[12] https://medicaltransformationcenter.com/personalized-medicine/
[3] https://biomarkerscongress.conferenceseries.com
[3] https://www.linkedin.com/slink?code=dk25UDX
[2] https://www.linkedin.com/slink?code=dHXq5PQ
[2] https://www.nanalyze.com/2020/06/aprecia-pharmaceuticals-3d-printed-drugs/
[2] https://www.nanalyze.com/2020/06/archerdx-precision-oncology/
[2] https://www.medgadget.com/2020/07/bioinformatics-market-size-growth-and-industry-report-2020-2025-cagr-of-13-80.html
[2] https://rt-safe.com/
[2] https://www.medisca.com/precisedose?utm_source=HomePage&utm_medium=HomeBanner&utm_campaign=PreciseDose
[1] https://www.nature.com/articles/s41576-020-0215-2?utm_source=nrg_etoc&utm_medium=email&utm_campaign=toc_41576_21_6&utm_content=20200519&sap-outbound-id=2B125910EA03E62C7F1C85B9EDC37942862A0A28

Top URLs in Tweet in G2:
[6] https://www.pmedcast.com/2020/06/03/ep013-adverse-drug-reactions-amani-saini/
[4] https://www.pmedcast.com/2020/08/05/episode-017/
[3] https://www.pmedcast.com/2020/07/01/ep015/
[2] https://www.medipee.com/produkt/
[2] https://www.pmedcast.com/?p=1242&preview=true
[2] https://twitter.com/pmedcast/status/1291674989561876486
[2] https://www.pmedcast.com/2020/07/14/ep016/
[2] https://www.oncology-central.com/opinion/twist-bioscience-advancing-technology-to-further-the-precision-medicine-field-an-interview-with-emily-leproust/?utm_campaign=Oncology
[2] https://www.ted.com/talks/ofer_levy_the_new_science_of_personalized_vaccines?utm_campaign=explore&utm_term=newest-talks-3&utm_content=133019690&utm_medium=social&utm_source=twitter&hss_channel=tw-64381024
[1] https://biozhena.wordpress.com/why-folliculogenesis-in-vivo/

Top URLs in Tweet in G3:
[2] https://caixaimpulse.com/en_US/projects/-/caixaimpulse/project/24706
[1] http://www.clinbioinfosspa.es/content/emergia-call-postdoctoral-fellows
[1] https://inb-elixir.es/jobs/postdoctoral-researcher-machine-learning-applied-simulations-biomedicine-computational-biology
[1] https://inb-elixir.es/jobs/junior-research-engineer-simulations-biomedicine-computational-biology-group
[1] https://www.inria.fr/en/topai

Top URLs in Tweet in G5:
[2] https://tiny.cc/7b0nsz

Top URLs in Tweet in G6:
[20] https://external.terasaki.org/careers
[1] https://www.youtube.com/watch?v=rIfLWYzCLdQ&lc


Top URLs in Tweet in G7:
[5] https://www.longdom.com/webinars/personalizedmedicine
[3] https://www.whatisepigenetics.com/gauge-your-age-epigenetics-and-the-future-of-medicine/
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41564-020-0743-8
[1] https://singularityhub-com.cdn.ampproject.org/c/s/singularityhub.com/2020/04/27/this-new-smartphone-based-dna-test-could-help-track-disease-in-real-time/amp/
[1] https://diagnostics.medgenome.com/genome-asia-100k/#registerForm
[1] https://www.healtheconomics.com/industry-news/viewpoint-in-jama-integrating-personalized-medicine-with-population-health-management-the-path-forward
[1] https://time.com/5876614/circadian-rhythm-study/
[1] https://twitter.com/PragInstData/status/1288642467399704576
[1] https://twitter.com/InnovationScou1/status/1288878598435352582
[1] https://twitter.com/lifebitAI/status/1277582197986295809

Top URLs in Tweet in G8:
[1] https://bmjopen.bmj.com/content/9/10/e031092.long
[1] https://twitter.com/icpermed/status/1288021376456986624
[1] https://www.icpermed.eu/en/659.php
[1] https://twitter.com/ICPerMed/status/1270626758367178752

Top URLs in Tweet in G9:
[2] http://lsi-dev.sites.olt.ubc.ca/?p=9372

Top Domains
Top Domains in Tweet in Entire Graph:
[51] twitter.com
[37] linkedin.com
[31] terasaki.org
[18] pmedcast.com
[14] nih.gov
[12] medicaltransformationcenter.com
[9] instagram.com
[6] forbes.com
[6] werkenbijumcg.nl
[6] youtube.com

Top Domains in Tweet in G1:
[26] linkedin.com
[12] medicaltransformationcenter.com
[7] twitter.com
[7] instagram.com
[4] nanalyze.com
[4] medisca.com
[3] healthitanalytics.com
[3] conferenceseries.com
[2] medicalxpress.com
[2] nih.gov

Top Domains in Tweet in G2:
[18] pmedcast.com
[8] linkedin.com
[4] twitter.com
[3] wordpress.com
[3] ted.com
[3] trapelohealth.com
[2] medipee.com
[2] oncology-central.com
[2] bio-integration.org
[2] 3dmednet.com

Top Domains in Tweet in G3:
[2] caixaimpulse.com
[2] inb-elixir.es
[1] clinbioinfosspa.es
[1] inria.fr

Top Domains in Tweet in G5:
[2] tiny.cc

Top Domains in Tweet in G6:
[20] terasaki.org
[1] youtube.com

Top Domains in Tweet in G7:
[5] longdom.com
[3] whatisepigenetics.com
[3] nature.com
[3] twitter.com
[1] ampproject.org
[1] medgenome.com
[1] healtheconomics.com
[1] time.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] bmj.com
[1] icpermed.eu

Top Domains in Tweet in G9:
[2] ubc.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[600] personalizedmedicine
[51] healthcare
[49] precisionmedicine
[38] nowhiring
[34] research
[32] science
[32] biomaterials
[31] applynow
[30] cancer
[23] genomics



Top Hashtags in Tweet in G1:
[139] personalizedmedicine
[11] iamintel
[9] healthcare
[8] precisionmedicine
[7] oncology
[7] compoundingpharmacy
[6] genetictesting
[6] cancer
[6] biomarkers
[6] webinar

Top Hashtags in Tweet in G2:
[83] personalizedmedicine
[19] precisionmedicine
[11] ehealth
[10] podcast
[9] femtech
[8] microbes
[8] drugmetabolism
[7] oncology
[7] iamintel
[6] healthcare

Top Hashtags in Tweet in G3:
[21] personalizedmedicine
[14] machinelearning
[14] sevilla
[13] elixir20
[13] raredisease
[10] joboffer
[5] ai
[4] topai
[2] caixaimpulse
[1] postdoc

Top Hashtags in Tweet in G4:
[17] personalizedmedicine
[14] cursosuperioraaoc
[13] oncoalert
[9] pcsm
[7] asco20
[7] sarcoma
[6] kcsm
[6] urooncoiaf
[6] sarcomas
[6] goyellow

Top Hashtags in Tweet in G5:
[29] healthcare
[27] personalizedmedicine
[2] clearing2020

Top Hashtags in Tweet in G6:
[25] nowhiring
[20] applynow
[20] science
[20] research
[20] biomaterials
[6] personalizedmedicine
[5] tissueengineering
[5] biomedical
[5] innovation
[5] aimbig

Top Hashtags in Tweet in G7:
[11] personalizedmedicine
[10] genomics
[7] webinar
[7] genetics
[5] medicine
[5] precisionmedicine
[3] protectyourgenome
[3] populationhealth
[3] machinelearning
[3] drugdiscovery

Top Hashtags in Tweet in G8:
[9] personalizedmedicine
[5] organoid
[2] savethedate
[2] rct
[1] incidental
[1] genomic
[1] sequencing
[1] gta
[1] cancer

Top Hashtags in Tweet in G9:
[19] wistem2d
[2] personalizedmedicine
[1] ibd
[1] jnj
[1] bioengineering

Top Hashtags in Tweet in G10:
[2] personalizedmedicine
[1] nrps
[1] antibiotics

Top Words
Top Words in Tweet in Entire Graph:
[598] #personalizedmedicine
[154] more
[120] personalized
[103] medicine
[63] read
[60] help
[51] #healthcare
[49] #precisionmedicine
[48] learn
[47] interested

Top Words in Tweet in G1:
[138] #personalizedmedicine
[30] more
[18] medicine
[15] personalized
[14] disease
[14] ai
[13] learn
[13] read
[12] find
[12] chronic

Top Words in Tweet in G2:
[82] #personalizedmedicine
[21] more
[21] help
[19] #precisionmedicine
[16] personalized
[16] pmedcast
[15] find
[14] ted
[13] ai
[13] approach

Top Words in Tweet in G3:
[26] xdopazo
[21] #personalizedmedicine
[21] inb_official
[14] looking
[14] interesting
[14] place
[14] doctoral
[14] #machinelearning
[14] beautiful
[14] #sevilla

Top Words in Tweet in G4:
[28] martin_angelmd
[17] #personalizedmedicine
[14] patients
[14] #cursosuperioraaoc
[13] #oncoalert
[10] need
[9] msi
[9] mcrp
[9] #pcsm
[9] unselected

Top Words in Tweet in G5:
[29] interested
[29] career
[29] cutting
[29] edge
[29] #healthcare
[29] limited
[29] places
[29] left
[28] personalmedni
[27] #personalizedmedicine

Top Words in Tweet in G6:
[25] #nowhiring
[25] read
[25] more
[20] khademh
[20] #applynow
[20] #science
[20] #research
[20] #biomaterials
[19] visit
[19] website

Top Words in Tweet in G7:
[11] #personalizedmedicine
[10] #genomics
[7] #webinar
[7] personalized
[7] medicine
[7] pharmacogenomics
[7] scheduled
[7] august
[7] 28
[7] 2020

Top Words in Tweet in G8:
[12] hosting
[12] virtual
[12] technical
[12] workshop
[12] ethical
[12] legal
[12] social
[12] aspects
[12] personalized
[12] medicine

Top Words in Tweet in G9:
[38] johnson
[19] carolina
[19] tropini
[19] 1st
[19] canadian
[19] win
[19] 150k
[19] #wistem2d
[19] award
[12] gut

Top Words in Tweet in G10:
[2] scientifisch
[2] rmisla
[2] openacademics
[2] bishtrenu07
[2] ahweingart
[2] jishyra
[2] anavazquezpaga1
[2] anna_tea30
[2] bolanosanton
[2] rosiwuertz

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[74] personalized,medicine
[55] read,more
[42] cutting,edge
[31] #applynow,#science
[31] #science,#research
[30] interested,career
[30] career,cutting
[30] edge,#healthcare
[30] #healthcare,limited
[30] limited,places

Top Word Pairs in Tweet in G1:
[11] ai,eliminate
[11] eliminate,chronic
[11] chronic,disease
[11] disease,help
[11] help,iot
[11] iot,#personalizedmedicine
[11] #personalizedmedicine,viome
[11] viome,thinks
[11] thinks,eradication
[11] eradication,possible

Top Word Pairs in Tweet in G2:
[10] ai,eliminate
[10] eliminate,chronic
[10] chronic,disease
[10] disease,help
[10] help,iot
[10] iot,#personalizedmedicine
[10] #personalizedmedicine,viome
[10] viome,thinks
[10] thinks,eradication
[10] eradication,possible

Top Word Pairs in Tweet in G3:
[14] looking,interesting
[14] interesting,place
[14] place,doctoral
[14] doctoral,#machinelearning
[14] #machinelearning,#personalizedmedicine
[14] #personalizedmedicine,beautiful
[14] beautiful,#sevilla
[13] xdopazo,looking
[13] joaquin,dopazo
[13] dopazo,xdopazo

Top Word Pairs in Tweet in G4:
[9] msi,patients
[9] patients,mcrp
[9] mcrp,#pcsm
[9] #pcsm,unselected
[9] unselected,trial
[9] trial,useless
[9] useless,need
[8] martin_angelmd,msi
[7] first,line
[7] line,treatment

Top Word Pairs in Tweet in G5:
[29] interested,career
[29] career,cutting
[29] cutting,edge
[29] edge,#healthcare
[29] #healthcare,limited
[29] limited,places
[29] places,left
[28] personalmedni,interested
[27] left,#personalizedmedicine
[27] #personalizedmedicine,bsc

Top Word Pairs in Tweet in G6:
[25] read,more
[20] khademh,#nowhiring
[20] #applynow,#science
[20] #science,#research
[20] #research,#biomaterials
[19] #nowhiring,visit
[19] visit,website
[19] website,read
[19] more,apply
[19] apply,#applynow

Top Word Pairs in Tweet in G7:
[7] #webinar,personalized
[7] personalized,medicine
[7] medicine,pharmacogenomics
[7] pharmacogenomics,scheduled
[7] scheduled,august
[7] august,28
[7] 28,2020
[7] 2020,more
[7] more,info
[5] #medicine,#genomics

Top Word Pairs in Tweet in G8:
[12] hosting,virtual
[12] virtual,technical
[12] technical,workshop
[12] workshop,ethical
[12] ethical,legal
[12] legal,social
[12] social,aspects
[12] aspects,personalized
[12] personalized,medicine
[11] eulacpermed,hosting

Top Word Pairs in Tweet in G9:
[19] carolina,tropini
[19] tropini,1st
[19] 1st,canadian
[19] canadian,win
[19] win,150k
[19] 150k,johnson
[19] johnson,johnson
[19] johnson,#wistem2d
[11] #wistem2d,engineering
[11] engineering,award

Top Word Pairs in Tweet in G10:
[2] rmisla,openacademics
[2] openacademics,bishtrenu07
[2] bishtrenu07,ahweingart
[2] ahweingart,jishyra
[2] jishyra,anavazquezpaga1
[2] anavazquezpaga1,anna_tea30
[2] anna_tea30,bolanosanton
[2] bolanosanton,rosiwuertz
[2] rosiwuertz,curlyneuron
[2] chiaronzia,lena_kutscher

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@personalmedni
@martin_angelmd
@xdopazo
@inb_official
@khademh
@tenthpinmc
@pmedcast
@permedcoalition
@biocartis_
@michell62614519

Top Mentioned in G1:
@medgift_group

Top Mentioned in G2:
@pmedcast
@donia_lab
@ktguzz
@ofer
@ted
@biozhena
@3dmednet
@twistbioscience
@amani_saini
@emilyleproust

Top Mentioned in G3:
@xdopazo
@inb_official
@c
@alfons_valencia
@b
@bsc_cns
@inria_saclay
@caixaciencia
@clinicalbioinfo

Top Mentioned in G4:
@martin_angelmd
@selneth2020
@jeanyvesblay
@tomassoule
@primolaramd
@oncoalert
@ecancer
@drchoueiri
@andrwrodri84
@fwaisberg1

Top Mentioned in G5:
@personalmedni
@studyatulster
@ulsterunilhs
@telemedyb
@tonybjourson
@c_tric

Top Mentioned in G6:
@khademh
@parrishliz

Top Mentioned in G7:
@pm_aph
@dna_stat
@healthsfuture
@genetics_lr
@bmcprevmed
@pmwcintl
@cdc_genomics
@lifebitai
@europersonaliz1
@interhealthsys

Top Mentioned in G8:
@eulacpermed
@pmbern
@icpermed
@yvonnebombard
@cihr_irsc
@ccsresearch
@sphn
@markarubin1
@mariannkrutihof
@ecrin_eric

Top Mentioned in G9:
@ubclifesciences
@bme_ubc
@ctropini

Top Mentioned in G10:
@rmisla
@openacademics
@bishtrenu07
@ahweingart
@jishyra
@anavazquezpaga1
@anna_tea30
@bolanosanton
@rosiwuertz
@curlyneuron

Top Tweeters
Top Tweeters in Entire Graph:
@delta
@chidambara09
@femtech_
@andrewmorrisuk
@nytimes
@cybersecurityn8
@caring_mobile
@justbementalist
@johnjgentry
@forbes

Top Tweeters in G1:
@johnjgentry
@darveshtv
@wboscoho
@uthealth_sbmi
@biotechdocs
@darrylpieroni
@drlobisco
@innovativesolu
@deitygalaxy
@new_beginnings_

Top Tweeters in G2:
@femtech_
@caring_mobile
@justbementalist
@wdekanter
@royalvoxpost
@bokofil
@ted
@markhahnel
@biozhena
@crownbioscience

Top Tweeters in G3:
@andrewmorrisuk
@hubofml
@ml_tweet_bot
@tornilloarqui
@alfons_valencia
@fprogresoysalud
@bsc_cns
@caixaciencia
@caixacienciacat
@robertclab

Top Tweeters in G4:
@oncoalert
@renohemonc
@suziesiegel
@ecancer
@brunolarvol
@jlepping2013
@drchoueiri
@kristel_gt
@drbonillaonc
@rf_correa

Top Tweeters in G5:
@sarahali_6
@tommaguire1965
@rricecutter
@tonybjourson
@matrix_ni
@ulsterunilhs
@brendalplummer
@systemsbiology
@niallach
@c_tric

Top Tweeters in G6:
@recruitments360
@jeew333t
@rjoliveir
@neurobionics
@hplusbot
@khademh
@ibrahimturan
@yogeshsynthesis
@messagefrome
@jeremiahjosey

Top Tweeters in G7:
@chidambara09
@dnaed_tech
@developersbot
@techtrendingnow
@leejeongminljm
@www_healthecon
@cdc_genomics
@pmwcintl
@genomicsengland
@genetics_lr

Top Tweeters in G8:
@cihr_irsc
@nandreghan
@deanregier
@munozpalma
@estherrodriguez
@sphn
@markarubin1
@ccsresearch
@mbnetto2
@uniofbern

Top Tweeters in G9:
@politicolucy
@sitatthetable
@jimjohnsonsci
@jennifermeacher
@mrman2057
@fsorbara
@ng_dave
@makepossible_ca
@ninan_abraham1
@urrutiav

Top Tweeters in G10:
@openacademics
@rmisla
@rosiwuertz
@chiaronzia
@bishtrenu07
@curlyneuron
@jishyra
@viraiefremova
@gromesroland
@heikelindner


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