personalizedmedicine, Twitter, 2/25/2022 4:39:57 AM, 272279


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personalizedmedicine_2022-02-24_19-43-00.xlsx
personalizedmedicine_2022-02-24_19-43-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 25, 2022
Short Description:
personalizedmedicine via NodeXL https://bit.ly/3sZu8Pq
@precisionmedbot
@insightrx
@hephaistos_ai
@pmedcast
@rafael52987
@dnaed_tech
@botsecx
@journalofnucmed
@irmaraste
@compchembiobot

Top hashtags:
#personalizedmedicine
#precisionmedicine
#digitalhealth
#ai

Description:
Description
The graph represents a network of 1,446 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, 25 February 2022 at 03:45 UTC.

The requested start date was Friday, 25 February 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 114-day, 19-hour, 35-minute period from Monday, 01 November 2021 at 07:42 UTC to Thursday, 24 February 2022 at 03:18 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 : 1446
Unique Edges : 1263
Edges With Duplicates : 2978
Total Edges : 4241
Number of Edge Types : 5
Retweet : 1084
MentionsInRetweet : 1898
Tweet : 488
Mentions : 731
Replies to : 40
Self-Loops : 544
Reciprocated Vertex Pair Ratio : 0.0508298755186722
Reciprocated Edge Ratio : 0.0967423494570582
Connected Components : 254
Single-Vertex Connected Components : 115
Maximum Vertices in a Connected Component : 697
Maximum Edges in a Connected Component : 2914
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.380812
Graph Density : 0.000969623875911116
Modularity : 0.46042
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,446 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, 25 February 2022 at 03:45 UTC.

The requested start date was Friday, 25 February 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 114-day, 19-hour, 35-minute period from Monday, 01 November 2021 at 07:42 UTC to Thursday, 24 February 2022 at 03:18 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:
[60] 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://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://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
[5] https://event.on24.com/wcc/r/3615147/520A0A78EFAC216B07E6940BBA91B3A6
[5] https://www.biobanking.com/artificial-intelligence-the-new-age-of-biobanking-and-medical-research/
[5] https://drmyrareed.com/how-we-are-different/

Top URLs in Tweet in G1:
[60] 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://medisapiens.com/articles/why-curating-phenotypic-data-is-crucial-to-advancing-genomic-medicine/
[3] https://www.pmedcast.com/2022/01/12/episode036-sepsis-ngs-with-philip-stevens/

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://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://www.newswise.com/articles/uw-pharmacy-s-drug-interaction-database-built-to-promote-medication-safety-wins-national-innovation-award?ta=home
[1] https://www.targetedonc.com/view/determining-the-molecular-profile-of-btk-inhibitor-responsive-dlbcl-tumors
[1] https://www.darkdaily.com/2021/10/22/human-salivary-proteome-wiki-developed-at-university-of-buffalo-may-provide-biomarkers-for-new-diagnostic-tools-and-medical-laboratory-tests/
[1] https://www.technologynetworks.com/diagnostics/articles/five-challenges-limiting-widespread-adoption-of-microbiome-based-diagnostics-355320

Top URLs in Tweet in G4:
[3] https://aipocrates.org/2021/12/19/retroceder-nunca-rendirse-jamas/
[3] https://innovativepublishing.actonsoftware.com/acton/media/3356/medtech-intelligence-volume-14-issue-05
[3] https://renaissance.stonybrookmedicine.edu/medicine/research_seminars
[1] https://twitter.com/rafael52987/status/1496647217075077124
[1] https://twitter.com/rafael52987/status/1495385786300219396
[1] https://aipocrates.org/2022/01/16/persiguiendo-un-ferrari-en-bicicleta/
[1] https://twitter.com/rafael52987/status/1495928845597351936
[1] https://twitter.com/rafael52987/status/1494152482741796871
[1] https://twitter.com/rafael52987/status/1496289121542852612
[1] https://twitter.com/rafael52987/status/1494443736004235264

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://scienceforhealth.eu/
[3] https://flandersbio.formstack.com/forms/registration_sfh2021
[3] https://medium.com/authority-magazine/the-future-is-now-gary-conkright-of-physiq-on-how-their-technological-innovation-will-shake-up-the-98171e793f6c
[2] https://genomsys.com/contact-us-at-medlab-middle-east/?utm_source=LinkedIn&utm_medium=MedLab+-+Meeting&utm_campaign=post+58
[2] https://scienceforhealth.eu
[2] https://www.oncoact.nl/
[2] https://www.hartwigmedicalfoundation.nl/en/database/
[2] https://twitter.com/ecuppen/status/1493952892805472257

Top URLs in Tweet in G6:
[1] https://linkinghub.elsevier.com/retrieve/pii/S0168365922000980
[1] http://www.sciencedirect.com/science/authShare/S016836592100612X/20211122T233100Z/1?md5=03a707bddd7dc434d22da343bc6cc1ae&dgcid=author
[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://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] http://www.snmmi.org/NewsPublications/NewsDetail.aspx?ItemNumber=39568

Top URLs in Tweet in G8:
[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://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
[1] https://twitter.com/Ic2PerMed/status/1458001470633173001

Top URLs in Tweet in G9:
[4] https://doi.org/10.1186/s12891-020-03741-0
[2] https://www.globaldata.com/globaldata-predicts-future-healthtech-unicorns/
[2] https://pubmed.ncbi.nlm.nih.gov/30808556/
[2] https://healthitanalytics.com/news/limiting-bias-in-artificial-intelligence-tools-personalized-medicine
[2] https://www.mdpi.com/2075-4426/11/11/1191
[1] https://www.zephyrai.bio/
[1] https://www.forbes.com/sites/bernardmarr/2022/01/10/the-five-biggest-healthcare-tech-trends-in-2022/?sh=77fc954054d0
[1] https://us06web.zoom.us/webinar/register/WN_dX1DnDpaTmKb74DFVbUbDQ
[1] https://lnkd.in/efiZSrwu
[1] https://www.arthritis.org/health-wellness/healthy-living/managing-pain/fatigue-sleep/how-to-beat-arthritis-fatigue

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:
[62] twitter.com
[60] medicaltransformationcenter.com
[34] linkedin.com
[19] pmedcast.com
[19] genomsys.com
[17] ecseq.com
[17] doi.org
[13] marketsandmarkets.com
[12] mdpi.com
[11] nature.com

Top Domains in Tweet in G1:
[60] medicaltransformationcenter.com
[19] 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:
[3] drugdiscoverytrends.com
[3] magnusconferences.com
[2] devdiscourse.com
[2] clinicalomics.com
[2] mobihealthnews.com
[2] linkedin.com
[2] mydigitalpublication.com
[2] projectpace.eu
[1] newswise.com
[1] targetedonc.com

Top Domains in Tweet in G4:
[13] twitter.com
[4] aipocrates.org
[3] actonsoftware.com
[3] stonybrookmedicine.edu
[1] digitalpatientsafety.com
[1] biobanking.com
[1] linkedin.com

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

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

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

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

Top Domains in Tweet in G9:
[4] doi.org
[3] healthitanalytics.com
[3] mdpi.com
[2] forbes.com
[2] globaldata.com
[2] nih.gov
[2] ac.at
[1] zephyrai.bio
[1] zoom.us
[1] lnkd.in

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1056] personalizedmedicine
[160] precisionmedicine
[139] digitalhealth
[120] ai
[100] datascience
[91] healthcare
[73] genomics
[66] dhpsp
[62] bigdata
[58] healthtech



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

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

Top Hashtags in Tweet in G3:
[53] personalizedmedicine
[36] precisionmedicine
[27] pharmacokinetic
[17] oncology
[10] pharmacogenetics
[9] precisiondosing
[7] pharmacokinetics
[7] genomics
[7] datascience
[5] ai

Top Hashtags in Tweet in G4:
[89] digitalhealth
[77] personalizedmedicine
[72] datascience
[65] dhpsp
[48] publichealth
[41] 5g
[35] bigdata
[34] deeplearning
[34] ia
[31] ml

Top Hashtags in Tweet in G5:
[69] personalizedmedicine
[24] ai
[23] healthcare
[21] 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
[7] 3dprinting
[7] ces2022
[5] digitalhealth
[4] virtualtwin
[3] healthcare
[3] ces
[2] healthtech

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

Top Hashtags in Tweet in G8:
[41] personalizedmedicine
[21] biobanking
[12] vrt
[7] bigdata
[7] ic2permed
[6] euchina
[6] fh
[6] bestpractice
[6] mafaldabourbon
[4] bbmri_elsi

Top Hashtags in Tweet in G9:
[61] personalizedmedicine
[41] medtech
[38] healthtech
[37] precisionmedicine
[36] influence
[23] health
[21] ai
[20] digitalhealth
[19] telemedicine
[18] ehealth

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:
[1056] #personalizedmedicine
[191] more
[162] personalized
[160] #precisionmedicine
[155] medicine
[144] health
[139] #digitalhealth
[138] treatment
[120] #ai
[118] cancer

Top Words in Tweet in G1:
[209] #personalizedmedicine
[52] more
[49] call
[43] pmedcast
[42] today
[38] medicine
[38] personalized
[37] permedcoalition
[35] find
[25] visit

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

Top Words in Tweet in G3:
[85] insightrx
[53] #personalizedmedicine
[48] precision
[38] patient
[36] #precisionmedicine
[34] using
[33] 2021
[32] dosing
[31] model
[29] number

Top Words in Tweet in G4:
[89] #digitalhealth
[77] #personalizedmedicine
[76] rafael52987
[72] #datascience
[65] #dhpsp
[49] publichealthbot
[48] #publichealth
[45] dhpsp
[41] #5g
[41] digital

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

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:
[55] journalofnucmed
[33] treatment
[31] psma
[25] therapy
[23] ac
[23] 617
[23] administered
[23] immediately
[23] following
[23] androgen

Top Words in Tweet in G8:
[41] #personalizedmedicine
[21] #biobanking
[12] #vrt
[11] bbmrieric
[11] more
[10] icpermed
[9] chinese
[8] provides
[8] fundamental
[8] infrastructure

Top Words in Tweet in G9:
[72] kred
[61] #personalizedmedicine
[41] #medtech
[40] #health
[38] #healthtech
[37] #precisionmedicine
[36] gave
[36] healthtechtalkn
[36] #influence
[21] #ai

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:
[85] personalized,medicine
[73] #precisionmedicine,#personalizedmedicine
[70] #digitalhealth,#personalizedmedicine
[47] publichealthbot,#publichealth
[44] #publichealth,#datascience
[43] î,î
[41] digital,health
[39] #personalizedmedicine,call
[39] #5g,publichealthbot
[39] #healthtech,#medtech

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

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

Top Word Pairs in Tweet in G3:
[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 G4:
[59] #digitalhealth,#personalizedmedicine
[47] publichealthbot,#publichealth
[44] #publichealth,#datascience
[40] digital,health
[39] #5g,publichealthbot
[37] impacts,biomedical
[37] biomedical,hashtag
[37] hashtag,based
[37] based,twitter
[37] twitter,campaign

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:
[23] treatment,ac
[23] ac,psma
[23] psma,617
[23] 617,administered
[23] administered,immediately
[23] immediately,following
[23] following,androgen
[23] androgen,deprivation
[23] deprivation,therapy
[23] therapy,highly

Top Word Pairs in Tweet in G8:
[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
[6] #fh,#bestpractice

Top Word Pairs in Tweet in G9:
[36] gave,kred
[36] kred,healthtechtalkn
[36] healthtechtalkn,kred
[36] kred,#influence
[36] #influence,#precisionmedicine
[36] #precisionmedicine,#personalizedmedicine
[36] #personalizedmedicine,#healthtech
[36] #healthtech,#medtech
[20] eli_krumova,gave
[17] #medtech,#health

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
@eatriseric
@publichealthbot
@_atanas_
@stefaniaarciell
@_inpst
@dhpsp

Top Replied-To in G1:
@eatriseric
@bcplatforms

Top Replied-To in G2:
@rtsafe

Top Replied-To in G4:
@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
@pmedcast
@permedcoalition
@healthtechtalkn
@kred

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

Top Mentioned in G2:
@anygenes
@rtsafe
@pharmaexcipient

Top Mentioned in G3:
@insightrx
@sgo_org
@om1inc
@inside_pm
@thenci
@eprojectpace
@acccbuzz
@uw
@ascpt_clinpharm
@drugdiscoverdev

Top Mentioned in G4:
@rafael52987
@publichealthbot
@dhpsp
@_inpst
@stefaniaarciell
@livescience_t
@alexbetts
@sciencecommuni2
@kargerhcp
@rajeevksingla

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
@epfh_fh
@nadjapalko
@fhpatienteurope
@andreawutte
@sciforhealth
@jpm_mdpi
@krasserdaniela
@ic2permed

Top Mentioned in G9:
@healthtechtalkn
@kred
@eli_krumova
@pregenerate_inc
@liaonet
@bernardmarr
@meduni_wien
@mdpiopenaccess
@nzary
@genomsys

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
@compchembiobot
@hephaistos_ai
@singlecellmedia

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

Top Tweeters in G3:
@hrblock_21
@dancas2
@hdpr2016
@tomy2875
@dlspace108
@satyajit1910
@pastorannisha
@gdprai
@christinelem007
@athbheochan

Top Tweeters in G4:
@cybersec_feeds
@morolswediu
@jfsebastian146
@coderretweet
@fabriciosx
@aprogrammerbot
@codewithtwitchi
@botsecx
@ecuabot
@thecuriousluke

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
@jamaonc
@drjavallejo
@ankushjaj
@saronita2008
@spinelliv
@carrerasdelgado
@mansour__m__
@khanyihlongwa

Top Tweeters in G8:
@chidambara09
@croiheartstroke
@biobancolafe
@owhealtheditor
@mgracacarvalho
@carenethealth
@dagmarwaltemath
@bbmrieric
@rauldsf_santos
@bbmri_it

Top Tweeters in G9:
@caring_mobile
@forbes
@superteamup
@productier1
@junjudapi
@iot_technojeder
@iottogether
@mededbot
@brainroaring
@liaonet

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


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