personalizedmedicine, Twitter, 3/4/2022 3:50:55 AM, 272447


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personalizedmedicine_2022-03-03_19-43-00.xlsx
personalizedmedicine_2022-03-03_19-43-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 04, 2022
Short Description:
personalizedmedicine via NodeXL https://bit.ly/3pwfAGj
@precisionmedbot
@hephaistos_ai
@insightrx
@pmedcast
@rafael52987
@journalofnucmed
@irmaraste
@botsecx
@biobankingcom
@dnaed_tech

Top hashtags:
#personalizedmedicine
#digitalhealth
#precisionmedicine
#ai

Description:
Description
The graph represents a network of 1,506 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, 04 March 2022 at 03:45 UTC.

The requested start date was Friday, 04 March 2022 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 121-day, 15-hour, 18-minute period from Monday, 01 November 2021 at 07:42 UTC to Wednesday, 02 March 2022 at 23:00 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 : 1506
Unique Edges : 1313
Edges With Duplicates : 3213
Total Edges : 4526
Number of Edge Types : 5
Retweet : 1157
MentionsInRetweet : 2009
Tweet : 519
Mentions : 800
Replies to : 41
Self-Loops : 578
Reciprocated Vertex Pair Ratio : 0.0504451038575668
Reciprocated Edge Ratio : 0.096045197740113
Connected Components : 257
Single-Vertex Connected Components : 118
Maximum Vertices in a Connected Component : 745
Maximum Edges in a Connected Component : 3180
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.308673
Graph Density : 0.000937115326071131
Modularity : 0.44994
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,506 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, 04 March 2022 at 03:45 UTC.

The requested start date was Friday, 04 March 2022 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 121-day, 15-hour, 18-minute period from Monday, 01 November 2021 at 07:42 UTC to Wednesday, 02 March 2022 at 23:00 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:
[63] https://medicaltransformationcenter.com/personalized-medicine/
[17] https://www.ecseq.com/blog/2020/Automate-your-Twist-Human-Core-Exome-Kit-Data-Analysis-with-the-Seamless-NGS-Platform?utm_source=Twitter&utm_medium=Tweet&utm_campaign=Twist_Twitter_Promo
[10] https://www.pmedcast.com/2022/02/02/episode037-making-personalized-medicine-available-to-every-patient-with-christopher-wells/
[7] https://www.ukri.org/news/uk-biobank-sequences-whole-genomes-of-200000-participants/
[7] https://bioeng2022.helmholtz-muenchen.de
[6] https://www.marketsandmarkets.com/Market-Reports/single-cell-analysis-market-171955254.html
[6] https://hgserver1.amc.nl:443/
[5] https://event.on24.com/wcc/r/3615147/520A0A78EFAC216B07E6940BBA91B3A6
[5] https://drmyrareed.com/how-we-are-different/
[5] https://ccforum.biomedcentral.com/articles/10.1186/s13054-021-03822-z

Top URLs in Tweet in G1:
[63] https://medicaltransformationcenter.com/personalized-medicine/
[10] https://www.pmedcast.com/2022/02/02/episode037-making-personalized-medicine-available-to-every-patient-with-christopher-wells/
[6] https://www.marketsandmarkets.com/Market-Reports/single-cell-analysis-market-171955254.html
[6] https://hgserver1.amc.nl:443/
[5] https://event.on24.com/wcc/r/3615147/520A0A78EFAC216B07E6940BBA91B3A6
[5] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=http%3A%2F%2Flink.springer.com%2Fbook%2F10.1007%2F978-3-030-93056-1
[4] https://www.marketsandmarkets.com/Market-Reports/asia-pacific-single-cell-analysis-market-257201069.html
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41397-022-00266-8
[3] https://www.researchgate.net/publication/348974797_Value_and_Unmet_Needs_in_Non-Invasive_Human_Papillomavirus_HPV_Testing_for_Oropharyngeal_Cancer?_iepl%5BgeneralViewId%5D=6EsZSiHW4D52RMf3lcrgqZyae5uJvVgmVET0&_iepl%5Bcontexts%5D%5B0%5D=searchReact&_iepl%5BviewId%5D=S2Oca5urgwCDzH336MOdfNECfgVub1OXH1jo&_iepl%5BsearchType%5D=publication&_iepl%5Bdata%5D%5BcountLessEqual20%5D=1&_iepl%5Bdata%5D%5BinteractedWithPosition1%5D=1&_iepl%5Bdata%5D%5BwithoutEnrichment%5D=1&_iepl%5Bposition%5D=1&_iepl%5BrgKey%5D=PB%3A348974797&_iepl%5BtargetEntityId%5D=PB%3A348974797&_iepl%5BinteractionType%5D=publicationTitle
[3] https://medisapiens.com/articles/why-curating-phenotypic-data-is-crucial-to-advancing-genomic-medicine/

Top URLs in Tweet in G2:
[3] https://healthadvicenow.net/what-exactly-is-personalized-medicine/
[3] https://pgenetic.com/is-personalized-medicine-for-you/
[2] https://www.haynesboone.com/news/press-releases/volumetric-acquisition#3DPrinting
[2] https://journals.lww.com/oncology-times/Fulltext/2021/11050/An_Assortment_of_Journal_Abstracts_to_Enhance.9.aspx
[2] https://crgconferences.com/precisionmedicine/
[2] https://answers.childrenshospital.org/personalized-drugs/
[2] https://www.healthcareitnews.com/news/cios-5-year-plans-precision-medicine-and-emerging-technologies
[2] https://www.worldpharmanews.com/research/5942-with-personalized-medicine-a-shelved-cancer-drug-could-get-another-shot
[1] https://linktr.ee/theresearchpodcast
[1] https://www.mdpi.com/1424-8247/14/10/1005

Top URLs in Tweet in G3:
[3] https://aipocrates.org/2021/12/19/retroceder-nunca-rendirse-jamas/
[3] https://renaissance.stonybrookmedicine.edu/medicine/research_seminars
[3] https://innovativepublishing.actonsoftware.com/acton/media/3356/medtech-intelligence-volume-14-issue-05
[1] https://twitter.com/rafael52987/status/1496647217075077124
[1] https://twitter.com/rafael52987/status/1495385786300219396
[1] https://twitter.com/rafael52987/status/1495928845597351936
[1] https://twitter.com/rafael52987/status/1496950263109885952
[1] https://twitter.com/rafael52987/status/1498424359546937345
[1] https://twitter.com/rafael52987/status/1498438368203616258
[1] https://twitter.com/rafael52987/status/1498796471382167555

Top URLs in Tweet in G4:
[4] https://magnusconferences.com/precision-medicine/submit-abstract
[3] https://www.drugdiscoverytrends.com/the-role-of-the-democratized-research-network-in-optimizing-precision-dosing/
[2] https://www.clinicalomics.com/topics/precision-medicine-topic/new-biosensors-precisely-monitor-drug-levels-in-serum/
[2] https://www.linkedin.com/slink?code=gtK9Xps3
[2] https://lsc-pagepro.mydigitalpublication.com/publication/?m=67409&i=737233&p=18&ver=html5&utm_content=198169911&utm_medium=social&utm_source=twitter&hss_channel=tw-1240331875421491201
[2] https://projectpace.eu/do-new-privacy-laws-place-more-hurdles-on-the-path-to-precision-medicine/
[2] https://precision-medicine.magnusconferences.com/register
[1] https://magnusconferences.com/precision-medicine/register
[1] https://www.outsourcing-pharma.com/Article/2022/02/03/memorial-sloan-kettering-announces-100m-for-cancer-research
[1] https://www.targetedonc.com/view/determining-the-molecular-profile-of-btk-inhibitor-responsive-dlbcl-tumors

Top URLs in Tweet in G5:
[17] https://www.ecseq.com/blog/2020/Automate-your-Twist-Human-Core-Exome-Kit-Data-Analysis-with-the-Seamless-NGS-Platform?utm_source=Twitter&utm_medium=Tweet&utm_campaign=Twist_Twitter_Promo
[5] https://ccforum.biomedcentral.com/articles/10.1186/s13054-021-03822-z
[3] https://medium.com/authority-magazine/the-future-is-now-gary-conkright-of-physiq-on-how-their-technological-innovation-will-shake-up-the-98171e793f6c
[3] https://scienceforhealth.eu/
[3] https://flandersbio.formstack.com/forms/registration_sfh2021
[2] https://genomsys.com/contact-us-at-medlab-middle-east/?utm_source=LinkedIn&utm_medium=MedLab+-+Meeting&utm_campaign=post+58
[2] https://twitter.com/ecuppen/status/1493952892805472257
[2] https://www.oncoact.nl/
[2] https://www.hartwigmedicalfoundation.nl/en/database/
[2] https://stanfordmag.org/contents/the-measures-of-man

Top URLs in Tweet in G6:
[1] https://blogs.3ds.com/perspectives/come-experience-the-virtual-twin-of-the-human-body-at-ces-2022/
[1] https://tedxbeaconstreet.com/quin-house-2021/
[1] https://blogs.3ds.com/northamerica/top-tech-trends-fueling-advances-in-life-sciences-and-healthcare/
[1] https://blogs.3ds.com/northamerica/digital-solutions-for-cell-and-gene-therapy/
[1] https://linkinghub.elsevier.com/retrieve/pii/S0168365922000980
[1] http://www.sciencedirect.com/science/authShare/S016836592100612X/20211122T233100Z/1?md5=03a707bddd7dc434d22da343bc6cc1ae&dgcid=author
[1] https://twitter.com/irmaraste/status/1470617381714153472
[1] https://medicalxpress.com/news/2022-01-genetic-variant-brain-impact-memory.html
[1] https://www.raconteur.net/healthcare/personalised-medicine-future-healthcare/

Top URLs in Tweet in G7:
[1] https://jamanetwork.com/journals/jamaoncology/fullarticle/2789165
[1] https://jnm.snmjournals.org/content/early/2021/08/12/jnumed.121.262468
[1] https://doi.org/10.2967/jnumed.121.263262
[1] https://doi.org/10.2967/jnumed.121.263561
[1] https://doi.org/10.2967/jnumed.121.262239
[1] https://doi.org/10.2967/jnumed.121.263618
[1] https://therapy.snmmi.org/SNMMI-THERAPY/2022_Therapeutics_Conference_/SNMMI-THERAPY/2021_Therapeutics_Conference_Pages/2021_Therapeutics_Conference.aspx?hkey=d088077c-bbff-4de6-98ad-8e0c83f78630
[1] http://www.snmmi.org/NewsPublications/NewsDetail.aspx?ItemNumber=39568

Top URLs in Tweet in G8:
[6] https://www.ukri.org/news/uk-biobank-sequences-whole-genomes-of-200000-participants/
[2] https://www.biobanking.com/artificial-intelligence-the-new-age-of-biobanking-and-medical-research/
[2] https://mdpi.com/2075-4426/12/2/149
[1] https://www.genengnews.com/commentary/point-of-view/could-biobanks-be-the-new-frontier-for-digital-health-research/
[1] https://ondri.ca/handds-inquiries/handds-ont-core-study-protocol/
[1] https://www.shorturl.at/eDIJ0
[1] https://sphn.ch/2022/01/10/icpermed-best-practice-in-personalised-medicine-recognition-2021-open-for-applications/
[1] https://www.mdpi.com/journal/jpm/special_issues/big_data_personalized
[1] https://health.oliverwyman.com/2021/11/using-technology--data-to-drive-personalized-medicine.html
[1] https://www.icpermed.eu/en/fh-study-880.php

Top URLs in Tweet in G9:
[2] https://www.futureofpersonalhealth.com/breast-health/getting-personal-with-triple-negative-breast-cancer/
[1] https://www.fromtestingtotargetedtreatments.org/this-is-the-next-generation-of-healthcare/
[1] https://www.varsity.co.uk/science/22816
[1] https://www.fromtestingtotargetedtreatments.org/no-two-people-are-the-same/

Top URLs in Tweet in G10:
[1] https://academic.oup.com/cardiovascres/article/117/14/2742/6174689

Top Domains
Top Domains in Tweet in Entire Graph:
[71] twitter.com
[63] medicaltransformationcenter.com
[34] linkedin.com
[20] pmedcast.com
[19] genomsys.com
[17] ecseq.com
[17] doi.org
[13] marketsandmarkets.com
[13] mdpi.com
[11] nature.com

Top Domains in Tweet in G1:
[63] medicaltransformationcenter.com
[20] pmedcast.com
[12] marketsandmarkets.com
[8] twitter.com
[7] linkedin.com
[6] amc.nl
[5] nature.com
[5] on24.com
[5] informz.net
[5] springer.com

Top Domains in Tweet in G2:
[15] linkedin.com
[11] twitter.com
[3] mdpi.com
[3] healthadvicenow.net
[3] haynesboone.com
[3] pgenetic.com
[2] businesswire.com
[2] lww.com
[2] crgconferences.com
[2] youtube.com

Top Domains in Tweet in G3:
[22] twitter.com
[5] healthcareitnews.com
[4] aipocrates.org
[3] stonybrookmedicine.edu
[3] actonsoftware.com
[1] digitalpathologyplace.com
[1] zoom.us
[1] doi.org
[1] digitalpatientsafety.com
[1] biobanking.com

Top Domains in Tweet in G4:
[8] magnusconferences.com
[3] drugdiscoverytrends.com
[3] linkedin.com
[2] devdiscourse.com
[2] clinicalomics.com
[2] pharmacytimes.com
[2] mobihealthnews.com
[2] mydigitalpublication.com
[2] projectpace.eu
[1] outsourcing-pharma.com

Top Domains in Tweet in G5:
[19] genomsys.com
[17] ecseq.com
[6] twitter.com
[5] biomedcentral.com
[5] scienceforhealth.eu
[4] linkedin.com
[3] medium.com
[3] formstack.com
[2] oncoact.nl
[2] hartwigmedicalfoundation.nl

Top Domains in Tweet in G6:
[3] 3ds.com
[1] tedxbeaconstreet.com
[1] elsevier.com
[1] sciencedirect.com
[1] twitter.com
[1] medicalxpress.com
[1] raconteur.net

Top Domains in Tweet in G7:
[4] doi.org
[2] snmmi.org
[1] jamanetwork.com
[1] snmjournals.org

Top Domains in Tweet in G8:
[6] ukri.org
[3] mdpi.com
[2] biobanking.com
[1] genengnews.com
[1] ondri.ca
[1] shorturl.at
[1] sphn.ch
[1] oliverwyman.com
[1] icpermed.eu
[1] twitter.com

Top Domains in Tweet in G9:
[2] fromtestingtotargetedtreatments.org
[2] futureofpersonalhealth.com
[1] co.uk

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1121] personalizedmedicine
[175] digitalhealth
[169] precisionmedicine
[134] ai
[117] healthcare
[112] datascience
[78] bigdata
[74] genomics
[70] healthtech
[68] dhpsp



Top Hashtags in Tweet in G1:
[221] personalizedmedicine
[22] cancer
[20] transformlouisville
[19] precisionmedicine
[18] bioinformatics
[12] research
[11] genomics
[11] drugdiscovery
[10] ai
[10] biotech

Top Hashtags in Tweet in G2:
[147] personalizedmedicine
[20] precisionmedicine
[11] healthcare
[10] genetics
[9] medicine
[8] health
[8] biotech
[8] oncology
[8] cancer
[7] technology

Top Hashtags in Tweet in G3:
[128] digitalhealth
[108] personalizedmedicine
[83] datascience
[67] dhpsp
[54] publichealth
[51] bigdata
[48] 5g
[47] ml
[43] ia
[40] patientsafety

Top Hashtags in Tweet in G4:
[60] personalizedmedicine
[37] precisionmedicine
[27] pharmacokinetic
[17] oncology
[10] pharmacogenetics
[9] precisiondosing
[8] genomics
[7] pharmacokinetics
[7] datascience
[5] ai

Top Hashtags in Tweet in G5:
[70] personalizedmedicine
[24] ai
[23] healthcare
[22] genomics
[20] precisionmedicine
[19] datascience
[15] bigdata
[14] genomsys
[14] sfh2021
[12] mpegg

Top Hashtags in Tweet in G6:
[35] personalizedmedicine
[24] cell
[24] gene
[8] 3dprinting
[7] ces2022
[5] digitalhealth
[4] virtualtwin
[3] healthcare
[3] ces
[2] healthtech

Top Hashtags in Tweet in G7:
[8] personalizedmedicine
[3] nucmed
[3] prostatecancer
[2] cancer
[2] petimaging
[2] nuclearmedicine
[1] psma
[1] petct
[1] alzheimers
[1] machinelearning

Top Hashtags in Tweet in G8:
[43] personalizedmedicine
[21] biobanking
[12] vrt
[9] biobank
[7] bigdata
[7] ic2permed
[6] euchina
[6] fh
[6] bestpractice
[6] mafaldabourbon

Top Hashtags in Tweet in G9:
[12] personalizedmedicine
[10] medicine
[6] lungcancerawarenessmonth
[2] precisionmedicine
[2] breastcancer
[1] peof
[1] health
[1] targetedtreatments
[1] oncology
[1] healthcare

Top Hashtags in Tweet in G10:
[26] research
[1] cvd
[1] organonchip
[1] personalizedmedicine
[1] cardiovascularresearch

Top Words
Top Words in Tweet in Entire Graph:
[1121] #personalizedmedicine
[203] more
[175] #digitalhealth
[169] personalized
[169] #precisionmedicine
[162] medicine
[148] health
[144] treatment
[134] #ai
[124] cancer

Top Words in Tweet in G1:
[221] #personalizedmedicine
[54] more
[53] call
[45] pmedcast
[43] today
[38] find
[38] medicine
[38] personalized
[37] permedcoalition
[27] former

Top Words in Tweet in G2:
[147] #personalizedmedicine
[63] î
[33] medicine
[26] personalized
[20] more
[20] #precisionmedicine
[15] cancer
[14] patients
[11] #healthcare
[11] health

Top Words in Tweet in G3:
[128] #digitalhealth
[108] #personalizedmedicine
[88] rafael52987
[83] #datascience
[67] #dhpsp
[55] publichealthbot
[54] #publichealth
[51] #bigdata
[48] #5g
[47] #ml

Top Words in Tweet in G4:
[85] insightrx
[60] #personalizedmedicine
[50] precision
[38] patient
[37] #precisionmedicine
[36] 2021
[34] using
[32] dosing
[31] model
[30] join

Top Words in Tweet in G5:
[70] #personalizedmedicine
[44] genomsys
[29] science
[28] 2021
[25] health
[24] #ai
[23] #healthcare
[22] #genomics
[21] more
[21] data

Top Words in Tweet in G6:
[55] irmaraste
[35] #personalizedmedicine
[28] digital
[27] solutions
[27] gene
[27] therapy
[24] evankirstel
[24] cellular
[24] #cell
[24] #gene

Top Words in Tweet in G7:
[60] journalofnucmed
[34] psma
[34] treatment
[26] therapy
[24] ac
[24] 617
[24] administered
[24] immediately
[24] following
[24] androgen

Top Words in Tweet in G8:
[43] #personalizedmedicine
[21] #biobanking
[20] more
[12] read
[12] #vrt
[11] bbmrieric
[10] icpermed
[9] #biobank
[9] chinese
[8] provides

Top Words in Tweet in G9:
[29] ft3program
[26] targeted
[20] program
[12] testing
[12] #personalizedmedicine
[11] reality
[10] welcome
[10] ft3
[10] treatments
[10] collective

Top Words in Tweet in G10:
[26] editor
[26] choice
[26] state
[26] art
[26] review
[26] organ
[26] chip
[26] technology
[26] including
[26] latest

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[92] personalized,medicine
[79] #digitalhealth,#personalizedmedicine
[77] #precisionmedicine,#personalizedmedicine
[54] publichealthbot,#publichealth
[51] #publichealth,#datascience
[45] #5g,publichealthbot
[43] digital,health
[43] î,î
[42] livescience_t,_inpst
[42] #personalizedmedicine,#patientsafety

Top Word Pairs in Tweet in G1:
[41] #personalizedmedicine,call
[23] visit,website
[22] personalized,medicine
[21] call,today
[16] read,more
[15] today,find
[14] thinking,#personalizedmedicine
[14] more,#transformlouisville
[14] wondering,#personalizedmedicine
[14] health,#personalizedmedicine

Top Word Pairs in Tweet in G2:
[43] î,î
[17] personalized,medicine
[8] #precisionmedicine,#personalizedmedicine
[6] learn,more
[6] precision,medicine
[6] î,îµï
[5] #ad,#personalizedmedicine
[5] îµï,î
[5] #genesavvy,#getsavvy
[4] read,more

Top Word Pairs in Tweet in G3:
[68] #digitalhealth,#personalizedmedicine
[53] publichealthbot,#publichealth
[50] #publichealth,#datascience
[44] #5g,publichealthbot
[42] digital,health
[41] #ia,livescience_t
[41] livescience_t,_inpst
[39] #personalizedmedicine,#patientsafety
[39] _inpst,stefaniaarciell
[39] stefaniaarciell,#5g

Top Word Pairs in Tweet in G4:
[31] precision,dosing
[27] patient,dosed
[27] dosed,minute
[27] minute,using
[27] using,precision
[27] dosing,platform
[27] platform,2021
[27] 2021,tripled
[27] tripled,number
[27] democratized,research

Top Word Pairs in Tweet in G5:
[18] #personalizedmedicine,#precisionmedicine
[17] analyse,twistbioscience
[17] twistbioscience,whole
[17] whole,exome
[17] exome,sequencing
[17] sequencing,kit
[17] kit,fully
[17] fully,automated
[17] automated,seamless
[17] seamless,ngs

Top Word Pairs in Tweet in G6:
[27] digital,solutions
[27] gene,therapy
[24] solutions,cellular
[24] cellular,gene
[24] therapy,#cell
[24] #cell,#gene
[24] #gene,therapies
[24] therapies,part
[24] part,#personalizedmedicine
[23] irmaraste,digital

Top Word Pairs in Tweet in G7:
[24] treatment,ac
[24] ac,psma
[24] psma,617
[24] 617,administered
[24] administered,immediately
[24] immediately,following
[24] following,androgen
[24] androgen,deprivation
[24] deprivation,therapy
[24] therapy,highly

Top Word Pairs in Tweet in G8:
[12] read,more
[8] #biobanking,provides
[8] provides,fundamental
[8] fundamental,infrastructure
[8] infrastructure,#personalizedmedicine
[8] #personalizedmedicine,prevention
[8] prevention,diagnostics
[8] diagnostics,treatment
[8] #personalizedmedicine,#biobanking
[7] bbmrieric,#biobanking

Top Word Pairs in Tweet in G9:
[10] welcome,ft3
[10] ft3,testing
[10] testing,targeted
[10] targeted,treatments
[10] treatments,program
[10] program,collective
[10] collective,program
[10] program,make
[10] make,targeted
[10] targeted,#medicine

Top Word Pairs in Tweet in G10:
[26] editor,choice
[26] choice,state
[26] state,art
[26] art,review
[26] review,organ
[26] organ,chip
[26] chip,technology
[26] technology,including
[26] including,latest
[26] latest,#research

Top Replied-To
Top Replied-To in Entire Graph:
@kargerhcp
@livescience_t
@docpino2
@mauriciojaramil
@moffittnews
@garyphysiq
@eatriseric
@publichealthbot
@_atanas_
@stefaniaarciell

Top Replied-To in G1:
@eatriseric
@bcplatforms

Top Replied-To in G2:
@rtsafe

Top Replied-To in G3:
@kargerhcp
@cstntn24
@cnnradiolaplata
@dhpsp
@_inpst
@stefaniaarciell
@_atanas_
@publichealthbot
@mauriciojaramil
@docpino2

Top Replied-To in G5:
@rtlnieuws
@garyphysiq

Top Replied-To in G6:
@jbarbosapr

Top Replied-To in G8:
@icpermed

Top Mentioned
Top Mentioned in Entire Graph:
@rafael52987
@insightrx
@journalofnucmed
@irmaraste
@publichealthbot
@dhpsp
@livescience_t
@_inpst
@stefaniaarciell
@pmedcast

Top Mentioned in G1:
@pmedcast
@permedcoalition
@yagensky
@royalvoxpost
@ochrebio
@jack_o_meara
@patrick_j_short
@affyimmune
@sanogenetics
@cellworkslife

Top Mentioned in G2:
@anygenes
@rtsafe
@pharmaexcipient

Top Mentioned in G3:
@rafael52987
@publichealthbot
@dhpsp
@_inpst
@livescience_t
@stefaniaarciell
@sciencecommuni2
@alexbetts
@rajeevksingla
@kargerhcp

Top Mentioned in G4:
@insightrx
@sgo_org
@om1inc
@inside_pm
@pmedevent
@thenci
@eprojectpace
@acccbuzz
@mobihealthnews
@drugdiscoverdev

Top Mentioned in G5:
@genomsys
@twistbioscience
@ecseq
@sciforhealth
@physiq
@hartwigmedical
@stanfordmag
@bioinfo4women
@stanfordotl
@medium

Top Mentioned in G6:
@irmaraste
@evankirstel
@raconteur
@enricomolinari
@johnnosta
@jolaburnett
@michelleragusa
@tylercohenwood
@trippbraden
@jbarbosapr

Top Mentioned in G7:
@journalofnucmed
@snm_mi
@jamaonc
@thomashopemd
@calaisjeremie

Top Mentioned in G8:
@bbmrieric
@icpermed
@biobankingcom
@epfh_fh
@nadjapalko
@fhpatienteurope
@andreawutte
@sciforhealth
@ondristudy
@jpm_mdpi

Top Mentioned in G9:
@ft3program
@lung
@janssenus
@susanlmcclure
@lungevity
@lungcancereu

Top Mentioned in G10:
@cvr_tomaszguzik
@esc_journals

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@jurylady5
@chidambara09
@hrblock_21
@piyuanker12
@morolswediu
@evankirstel
@rosenchild
@artificialbra1n
@animesh1977

Top Tweeters in G1:
@rosenchild
@artificialbra1n
@ml_tweet_bot
@education_24x7
@torontostar
@hubbucket
@zolpidembot
@hephaistos_ai
@compchembiobot
@odobehave

Top Tweeters in G2:
@animesh1977
@mattliptak
@johnkops
@arweaveapi
@tweetingnn
@risto_matti
@jpa
@alanjcard
@doctorneyro
@uthealth_sbmi

Top Tweeters in G3:
@cybersec_feeds
@morolswediu
@jfsebastian146
@coderretweet
@fabriciosx
@codewithtwitchi
@aprogrammerbot
@botsecx
@ecuabot
@thecuriousluke

Top Tweeters in G4:
@hrblock_21
@dancas2
@hdpr2016
@tomy2875
@dlspace108
@satyajit1910
@pastorannisha
@gdprai
@christinelem007
@athbheochan

Top Tweeters in G5:
@calcaware
@rtlnieuws
@greentechdon
@evidencerobot
@b0tsci
@raajiraj
@hernangraffe
@prometheus_bot
@dnaed_tech
@medium

Top Tweeters in G6:
@piyuanker12
@evankirstel
@gezgintrk
@trippbraden
@akwyz
@drferdowsi
@lovegoldenheart
@drjdrooghaag
@ralexjimenez
@johnnosta

Top Tweeters in G7:
@palac10s49
@aleneziahmed1
@alokdoctor
@jamaonc
@immunonucmed
@drjavallejo
@ankushjaj
@saronita2008
@spinelliv
@carrerasdelgado

Top Tweeters in G8:
@chidambara09
@andrewmorrisuk
@autismbucks1
@croiheartstroke
@biobancolafe
@owhealtheditor
@socksscience
@mgracacarvalho
@carenethealth
@dagmarwaltemath

Top Tweeters in G9:
@jurylady5
@r___83___o
@dante1lp
@moneybagcartier
@hultinkatarina
@neil_runkel
@samsam_lim
@lungevity
@drateghang
@ktmaynot

Top Tweeters in G10:
@diezmikel_
@cardiomedicos
@weloveyouallah1
@cardioacademic
@alialghobishi
@tiagopecanha
@esc_journals
@fabiorsatti
@augustouchida
@gpguevara_nefro


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