personalizedmedicine, Twitter, 3/11/2022 3:50:32 AM, 272877


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personalizedmedicine_2022-03-10_19-43-00.xlsx
personalizedmedicine_2022-03-10_19-43-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 11, 2022
Short Description:
personalizedmedicine via NodeXL https://bit.ly/3CvQJaU
@precisionmedbot
@hephaistos_ai
@insightrx
@rafael52987
@journalofnucmed
@pmedcast
@dhpsp
@irmaraste
@botsecx
@permedcoalition

Top hashtags:
#personalizedmedicine
#digitalhealth
#precisionmedicine
#datascience

Description:
Description
The graph represents a network of 1,243 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, 11 March 2022 at 03:45 UTC.

The requested start date was Friday, 11 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 98-day, 23-hour, 3-minute period from Wednesday, 01 December 2021 at 00:15 UTC to Wednesday, 09 March 2022 at 23:19 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 : 1243
Unique Edges : 891
Edges With Duplicates : 2841
Total Edges : 3732
Number of Edge Types : 5
Retweet : 983
MentionsInRetweet : 1602
Mentions : 667
Replies to : 37
Tweet : 443
Self-Loops : 480
Reciprocated Vertex Pair Ratio : 0.0400262467191601
Reciprocated Edge Ratio : 0.0769716088328076
Connected Components : 221
Single-Vertex Connected Components : 103
Maximum Vertices in a Connected Component : 649
Maximum Edges in a Connected Component : 2793
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.997459
Graph Density : 0.00102668340452103
Modularity : 0.413028
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,243 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, 11 March 2022 at 03:45 UTC.

The requested start date was Friday, 11 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 98-day, 23-hour, 3-minute period from Wednesday, 01 December 2021 at 00:15 UTC to Wednesday, 09 March 2022 at 23:19 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:
[52] https://medicaltransformationcenter.com/personalized-medicine/
[11] 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://medisapiens.com/articles/why-curating-phenotypic-data-is-crucial-to-advancing-genomic-medicine/
[5] https://event.on24.com/wcc/r/3615147/520A0A78EFAC216B07E6940BBA91B3A6
[5] https://drmyrareed.com/how-we-are-different/
[5] https://www.biobanking.com/artificial-intelligence-the-new-age-of-biobanking-and-medical-research/

Top URLs in Tweet in G1:
[3] https://pgenetic.com/is-personalized-medicine-for-you/
[2] https://crgconferences.com/precisionmedicine/
[2] https://answers.childrenshospital.org/personalized-drugs/
[2] https://integratedconnects.com/
[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://www.linkedin.com/slink?code=eGMxdneP
[1] https://www.linkedin.com/slink?code=eijbvTHw
[1] https://www.genengnews.com/topics/translational-medicine/regenerative-medicine-tissue-engineering/3d-printing/wound-healing-gets-a-boost-from-3d-printed-platelet-rich-plasma/
[1] https://pubmed.ncbi.nlm.nih.gov/34845924/

Top URLs in Tweet in G2:
[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
[1] https://twitter.com/rafael52987/status/1500458507484684293
[1] https://twitter.com/rafael52987/status/1495385786300219396
[1] https://twitter.com/rafael52987/status/1499514062874546177
[1] https://twitter.com/rafael52987/status/1499791914329071618
[1] https://twitter.com/rafael52987/status/1499825387232239625
[1] https://twitter.com/rafael52987/status/1500963043945156610
[1] https://twitter.com/rafael52987/status/1501222679470391304
[1] https://twitter.com/rafael52987/status/1501244110350520329

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://precision-medicine.magnusconferences.com/register
[1] https://info.bioivt.com/ai-solutions?utm_content=200558660&utm_medium=social&utm_source=twitter&hss_channel=tw-2633616379
[1] https://www.managedhealthcareexecutive.com/view/managing-type-2-diabetes-with-fixed-ratio-combinations
[1] https://www.medscape.com/viewarticle/964858
[1] https://www.devdiscourse.com/article/health/1848300-the-set-and-forget-of-medication-in-aged-care
[1] http://medpagetoday.com/reading-room/asco/lung-cancer/96393

Top URLs in Tweet in G4:
[52] https://medicaltransformationcenter.com/personalized-medicine/
[4] https://www.belewdrugs.com/belews-news
[4] https://event.on24.com/wcc/r/3615147/520A0A78EFAC216B07E6940BBA91B3A6
[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://magnusconferences.com/precision-medicine/submit-abstract
[2] https://medisapiens.com/articles/why-curating-phenotypic-data-is-crucial-to-advancing-genomic-medicine/
[2] https://twitter.com/drgauravchandra/status/1490834374920753153
[1] https://www.personalizemymedicine.com/medical-innovation/features/
[1] https://www.pmedcast.com/2022/02/02/episode037-making-personalized-medicine-available-to-every-patient-with-christopher-wells/

Top URLs in Tweet in G5:
[10] https://www.pmedcast.com/2022/02/02/episode037-making-personalized-medicine-available-to-every-patient-with-christopher-wells/
[3] https://www.pmedcast.com/2022/01/12/episode036-sepsis-ngs-with-philip-stevens/
[3] https://ccforum.biomedcentral.com/articles/10.1186/s13054-021-03822-z
[2] https://www.pmedcast.com/2022/02/23/episode-038-unleashing-the-full-power-of-car-t-cells-with-dr-eric-von-hofe/
[2] 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://healthitanalytics.com/news/limiting-bias-in-artificial-intelligence-tools-personalized-medicine
[2] https://www.healthinsight.ca/health-care-industry-news/participants-make-trials-possible/
[1] https://www.personalizedmedicinecoalition.org/News/Press_Releases/Seventh_Annual_Edition_of_PMCs_Personalized_Medicine_at_FDA_Finds_Field_Expanding_Across_Disease_States_Shows_Personalized_Medicines_Accounting_for_More_Than_a_Third_of_Newly_Approved_Drugs
[1] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzUwMjIzNA==
[1] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzUxNzk4Mw==

Top URLs in Tweet in G6:
[7] https://bioeng2022.helmholtz-muenchen.de
[5] https://www.marketsandmarkets.com/Market-Reports/single-cell-analysis-market-171955254.html
[4] https://www.marketsandmarkets.com/Market-Reports/asia-pacific-single-cell-analysis-market-257201069.html
[2] https://www.personalizemymedicine.com/2021/11/01/huntingtons-disease-prevention-and-current-innovations-in-treatment/
[2] https://www.trapelohealth.com/precision-medicine-podcast-liquid-biopsy
[1] https://www.personalizemymedicine.com/medical-innovation/features/
[1] https://www.personalizemymedicine.com/2021/11/16/what-is-meant-by-the-termspersonalized-and-precision-medicine/
[1] https://www.personalizemymedicine.com/2021/11/06/in-support-of-breast-cancer-awareness-month-understanding-the-disease/
[1] https://www.statnews.com/2022/03/07/women-see-more-adverse-events-chemotherapy-newer-cancer-treatments/?utm_source=STAT+Newsletters&utm_campaign=f7fbeb77d5-Cancer_Briefing&utm_medium=email&utm_term=0_8cab1d7961-f7fbeb77d5-153531966
[1] https://www.personalizemymedicine.com/

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://doi.org/10.2967/jnumed.121.263758
[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://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
[2] https://twitter.com/TheEconomist/status/1487900982725984263
[1] https://www.bcplatforms.com/bc-platforms-adds-japans-mitsubishi-space-software-to-its-global-data-network/?utm_content=198500616&utm_medium=social&utm_source=twitter&hss_channel=tw-2348499854
[1] https://youtu.be/Ku_5ukWG_2M?utm_content=198276517&utm_medium=social&utm_source=twitter&hss_channel=tw-2348499854
[1] https://doi.org/10.1016/j.gim.2021.09.006
[1] https://pubmed.ncbi.nlm.nih.gov/35005036/
[1] https://www.nature.com/articles/s41598-021-02683-4
[1] https://mirror.xyz/0xE765Cb5e17072BBc9cF4C96DCf9ECDE54484c446/Fbac2SxOemkf3k06IXru7I5_U0EdQ6wevyDMHiKlIbo
[1] https://www.festivalofgenomics.com/day1

Top URLs in Tweet in G9:
[1] https://blogs.3ds.com/perspectives/come-experience-the-virtual-twin-of-the-human-body-at-ces-2022/
[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://www.raconteur.net/healthcare/personalised-medicine-future-healthcare/
[1] https://medicalxpress.com/news/2022-01-genetic-variant-brain-impact-memory.html

Top URLs in Tweet in G10:
[3] https://medisapiens.com/articles/why-curating-phenotypic-data-is-crucial-to-advancing-genomic-medicine/
[3] https://doi.org/10.1186/s12891-020-03741-0
[3] https://www.globaldata.com/globaldata-predicts-future-healthtech-unicorns/
[2] https://genomsys.com/contact-us-at-medlab-middle-east/?utm_source=LinkedIn&utm_medium=MedLab+-+Meeting&utm_campaign=post+58
[2] https://pubmed.ncbi.nlm.nih.gov/30808556/
[2] https://twitter.com/ecuppen/status/1493952892805472257
[2] https://www.oncoact.nl/
[2] https://www.hartwigmedicalfoundation.nl/en/database/
[1] https://genomsys.com/meet-the-team-new-years-edition-luca?utm_source=LinkedIn&utm_medium=New+Years+edition+-+Luca&utm_campaign=Post+46
[1] https://genomsys.com/meet-the-team-new-years-edition-carolina?utm_source=LinkedIn&utm_medium=New+Years+edition+-+Carolina&utm_campaign=Post+47

Top Domains
Top Domains in Tweet in Entire Graph:
[81] twitter.com
[52] medicaltransformationcenter.com
[25] linkedin.com
[19] pmedcast.com
[18] genomsys.com
[14] doi.org
[13] marketsandmarkets.com
[12] nih.gov
[9] nature.com
[9] mdpi.com

Top Domains in Tweet in G1:
[11] linkedin.com
[11] twitter.com
[3] pgenetic.com
[2] crgconferences.com
[2] youtube.com
[2] childrenshospital.org
[2] clinicallabmanager.com
[2] integratedconnects.com
[2] nejm.org
[2] yahoo.com

Top Domains in Tweet in G2:
[39] twitter.com
[5] healthcareitnews.com
[4] aipocrates.org
[3] actonsoftware.com
[1] medium.com
[1] scipedia.com
[1] biorxiv.org
[1] doi.org
[1] digitalpatientsafety.com
[1] biobanking.com

Top Domains in Tweet in G3:
[3] drugdiscoverytrends.com
[3] magnusconferences.com
[2] managedhealthcareexecutive.com
[2] devdiscourse.com
[2] clinicalomics.com
[2] pharmacytimes.com
[2] linkedin.com
[2] mydigitalpublication.com
[1] bioivt.com
[1] medscape.com

Top Domains in Tweet in G4:
[52] medicaltransformationcenter.com
[4] belewdrugs.com
[4] twitter.com
[4] on24.com
[3] nature.com
[3] researchgate.net
[3] magnusconferences.com
[2] medisapiens.com
[2] youtu.be
[2] linkedin.com

Top Domains in Tweet in G5:
[18] pmedcast.com
[5] informz.net
[3] apple.com
[3] twitter.com
[3] biomedcentral.com
[3] doi.org
[3] healthinsight.ca
[2] nih.gov
[2] innovationsoftheworld.com
[2] medium.com

Top Domains in Tweet in G6:
[11] marketsandmarkets.com
[7] personalizemymedicine.com
[7] helmholtz-muenchen.de
[3] linkedin.com
[2] shp.so
[2] trapelohealth.com
[1] statnews.com
[1] ukri.org
[1] b-cdn.net
[1] on24.com

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

Top Domains in Tweet in G8:
[6] amc.nl
[5] springer.com
[2] twitter.com
[1] bcplatforms.com
[1] youtu.be
[1] doi.org
[1] nih.gov
[1] nature.com
[1] mirror.xyz
[1] festivalofgenomics.com

Top Domains in Tweet in G9:
[3] 3ds.com
[1] twitter.com
[1] raconteur.net
[1] medicalxpress.com

Top Domains in Tweet in G10:
[18] genomsys.com
[5] twitter.com
[3] medisapiens.com
[3] doi.org
[3] nih.gov
[3] globaldata.com
[2] oncoact.nl
[2] hartwigmedicalfoundation.nl
[2] mdpi.com
[2] ac.at

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[954] personalizedmedicine
[198] digitalhealth
[183] precisionmedicine
[116] datascience
[99] ai
[99] healthcare
[88] publichealth
[72] genomics
[70] patientsafety
[70] medicine



Top Hashtags in Tweet in G1:
[118] personalizedmedicine
[18] precisionmedicine
[11] healthcare
[7] genetics
[7] genomics
[6] innovation
[5] oncology
[5] diagnostics
[5] biotech
[5] medicine

Top Hashtags in Tweet in G2:
[154] digitalhealth
[130] personalizedmedicine
[107] datascience
[84] publichealth
[66] patientsafety
[65] dhpsp
[65] 5g
[53] ia
[52] 100daysofcode
[51] bigdata

Top Hashtags in Tweet in G3:
[56] personalizedmedicine
[36] precisionmedicine
[27] pharmacokinetic
[17] oncology
[10] precisiondosing
[9] pharmacokinetics
[9] pharmacogenetics
[7] genomics
[7] datascience
[6] artificialintelligence

Top Hashtags in Tweet in G4:
[115] personalizedmedicine
[17] transformlouisville
[10] healthcare
[10] precisionmedicine
[7] compounding
[6] pharmacogenetics
[6] clinicalguidelines
[6] buzzword
[6] rightnow
[6] experttalk

Top Hashtags in Tweet in G5:
[73] personalizedmedicine
[8] healthcare
[7] precisionmedicine
[7] ai
[6] startups
[4] biotech
[4] patients
[4] education
[4] sepsis
[4] digitalhealth

Top Hashtags in Tweet in G6:
[47] personalizedmedicine
[20] cancer
[15] precisionmedicine
[7] breastcancer
[7] research
[7] ai
[7] liquidbiopsy
[7] cancerresearch
[6] medicalinnovation
[6] immunotherapy

Top Hashtags in Tweet in G7:
[9] personalizedmedicine
[3] nucmed
[3] prostatecancer
[2] cancer
[2] petimaging
[2] petct
[2] nuclearmedicine
[1] psma
[1] alzheimers
[1] covid19

Top Hashtags in Tweet in G8:
[27] personalizedmedicine
[18] bioinformatics
[11] cancer
[10] fog2022
[9] multiomics
[9] bioengineering
[9] drugdesign
[6] drugdiscovery
[5] precisionmedicine
[5] genomics

Top Hashtags in Tweet in G9:
[33] personalizedmedicine
[25] cell
[25] gene
[7] ces2022
[5] digitalhealth
[4] virtualtwin
[3] ces
[2] healthtech
[2] healthcare
[2] genetic

Top Hashtags in Tweet in G10:
[42] personalizedmedicine
[23] genomics
[18] precisionmedicine
[14] genomsys
[12] squadgoals
[11] mpegg
[11] dna
[8] organonachip
[8] arthritis
[8] bioinformatics

Top Words
Top Words in Tweet in Entire Graph:
[954] #personalizedmedicine
[198] #digitalhealth
[183] #precisionmedicine
[173] more
[166] medicine
[164] personalized
[118] treatment
[116] #datascience
[115] rafael52987
[108] cancer

Top Words in Tweet in G1:
[118] #personalizedmedicine
[63] î
[26] medicine
[25] personalized
[18] #precisionmedicine
[17] more
[12] patients
[12] health
[11] #healthcare
[11] 2022

Top Words in Tweet in G2:
[154] #digitalhealth
[130] #personalizedmedicine
[112] rafael52987
[107] #datascience
[84] #publichealth
[72] publichealthbot
[66] #patientsafety
[65] #dhpsp
[65] #5g
[57] _inpst

Top Words in Tweet in G3:
[88] insightrx
[56] #personalizedmedicine
[48] precision
[37] patient
[36] #precisionmedicine
[32] dosing
[31] model
[31] 2021
[30] using
[29] number

Top Words in Tweet in G4:
[115] #personalizedmedicine
[44] call
[33] find
[27] more
[24] today
[24] dr
[23] visit
[21] website
[20] therapy
[20] personalized

Top Words in Tweet in G5:
[73] #personalizedmedicine
[30] personalized
[29] permedcoalition
[29] pmedcast
[24] medicine
[21] 2021
[18] ceo
[16] check
[16] episode
[15] wells

Top Words in Tweet in G6:
[47] #personalizedmedicine
[27] more
[24] read
[20] #cancer
[16] medicine
[15] #precisionmedicine
[14] abstracts
[12] pmm
[12] cell
[10] article

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

Top Words in Tweet in G8:
[27] #personalizedmedicine
[18] #bioinformatics
[11] #cancer
[11] researchers
[11] genomics
[10] data
[10] methods
[10] great
[10] festival
[10] biodata

Top Words in Tweet in G9:
[33] #personalizedmedicine
[29] irmaraste
[29] digital
[28] solutions
[28] gene
[28] therapy
[25] cellular
[25] #cell
[25] #gene
[25] therapies

Top Words in Tweet in G10:
[42] #personalizedmedicine
[40] genomsys
[23] #genomics
[19] more
[18] #precisionmedicine
[18] find
[16] today
[16] 2022
[15] 2021
[15] recap

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[98] #digitalhealth,#personalizedmedicine
[97] personalized,medicine
[76] #publichealth,#datascience
[73] #precisionmedicine,#personalizedmedicine
[69] publichealthbot,#publichealth
[66] #personalizedmedicine,#patientsafety
[62] #5g,publichealthbot
[55] livescience_t,_inpst
[52] _inpst,stefaniaarciell
[52] stefaniaarciell,#5g

Top Word Pairs in Tweet in G1:
[43] î,î
[15] personalized,medicine
[7] #precisionmedicine,#personalizedmedicine
[6] î,îµï
[5] îµï,î
[4] precision,medicine
[4] #personalizedmedicine,#genetics
[4] îµ,î
[3] learn,more
[3] î,îµî

Top Word Pairs in Tweet in G2:
[90] #digitalhealth,#personalizedmedicine
[74] #publichealth,#datascience
[68] publichealthbot,#publichealth
[65] #personalizedmedicine,#patientsafety
[61] #5g,publichealthbot
[54] livescience_t,_inpst
[51] _inpst,stefaniaarciell
[51] stefaniaarciell,#5g
[51] #ia,livescience_t
[49] #datascience,#digitalhealth

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:
[35] #personalizedmedicine,call
[21] visit,website
[17] call,today
[12] thinking,#personalizedmedicine
[12] today,find
[12] more,#transformlouisville
[12] health,#personalizedmedicine
[11] call,visit
[11] website,find
[11] wondering,#personalizedmedicine

Top Word Pairs in Tweet in G5:
[21] personalized,medicine
[9] chris,wells
[8] genetics,podcast
[7] edition,personalized
[7] 2021,#personalizedmedicine
[7] patrick_j_short,host
[7] host,genetics
[7] ceo,co
[7] co,founder
[6] medicine,today

Top Word Pairs in Tweet in G6:
[14] read,more
[10] pmm,volunteer
[9] #personalizedmedicine,#precisionmedicine
[9] single,cell
[9] cell,analysis
[9] analysis,market
[9] market,projected
[9] projected,reach
[7] read,article
[7] precision,medicine

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

Top Word Pairs in Tweet in G8:
[10] festival,genomics
[10] genomics,biodata
[10] biodata,#fog2022
[9] #personalizedmedicine,effect
[9] effect,#multiomics
[9] #multiomics,subtyping
[9] subtyping,methods
[9] methods,#cancer
[9] #cancer,prognosis
[9] #bioengineering,#drugdesign

Top Word Pairs in Tweet in G9:
[28] digital,solutions
[28] gene,therapy
[25] solutions,cellular
[25] cellular,gene
[25] therapy,#cell
[25] #cell,#gene
[25] #gene,therapies
[25] therapies,part
[25] part,#personalizedmedicine
[24] irmaraste,digital

Top Word Pairs in Tweet in G10:
[17] #personalizedmedicine,#precisionmedicine
[14] 2021,recap
[14] find,more
[14] genomsys,shares
[13] recap,outlook
[12] #precisionmedicine,#squadgoals
[11] outlook,2022
[11] #genomsys,#genomics
[10] #genomics,#mpegg
[10] #dna,#personalizedmedicine

Top Replied-To
Top Replied-To in Entire Graph:
@kargerhcp
@livescience_t
@docpino2
@mauriciojaramil
@jbarbosapr
@pmm_2022
@cstntn24
@la_lesaffaires
@_atanas_
@publichealthbot

Top Replied-To in G2:
@kargerhcp
@livescience_t
@dhpsp
@_inpst
@stefaniaarciell
@publichealthbot
@_atanas_
@cstntn24
@mauriciojaramil
@docpino2

Top Replied-To in G4:
@la_lesaffaires
@allscripts

Top Replied-To in G5:
@garyphysiq

Top Replied-To in G6:
@pmm_2022

Top Replied-To in G9:
@jbarbosapr

Top Replied-To in G10:
@rtlnieuws

Top Mentioned
Top Mentioned in Entire Graph:
@rafael52987
@publichealthbot
@journalofnucmed
@insightrx
@_inpst
@livescience_t
@stefaniaarciell
@dhpsp
@sciencecommuni2
@healthtechtalkn

Top Mentioned in G1:
@rtsafe
@pharmaexcipient

Top Mentioned in G2:
@rafael52987
@publichealthbot
@_inpst
@livescience_t
@stefaniaarciell
@dhpsp
@sciencecommuni2
@alexbetts
@rajeevksingla
@harvinder_garg

Top Mentioned in G3:
@insightrx
@geraldfinken
@om1inc
@inside_pm
@bioivt
@emoryuniversity
@thenci
@drugdiscoverdev
@uw
@ascpt_clinpharm

Top Mentioned in G4:
@premaslifesc
@pmedcast
@cpicpgx
@sewantilimaye
@cellworkslife
@seff_oficial
@biocartis_
@biotwinai
@michaelhirschm3
@genomsys

Top Mentioned in G5:
@permedcoalition
@pmedcast
@yagensky
@patrick_j_short
@physiq
@sanogenetics
@noscendo
@mediaplanetca
@ochrebio
@jack_o_meara

Top Mentioned in G6:
@bioeng22
@patientworthy
@pmm_2022
@myprecisionmed
@eprojectpace
@checkmatepharma
@gajanans7
@helmholtzmunich
@cambridge_uni
@abzuai

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

Top Mentioned in G8:
@royalvoxpost
@gimjournal
@act_ai_driven
@rockefelleruniv
@secondcellbio
@r2_microarray
@gcordovas
@hartwigmedical
@uthealthbiomed
@samplix

Top Mentioned in G9:
@irmaraste
@dassault3ds
@evankirstel
@raconteur
@3dsnorthamerica
@enricomolinari
@johnnosta
@jolaburnett
@michelleragusa
@tylercohenwood

Top Mentioned in G10:
@genomsys
@pregenerate_inc
@hartwigmedical
@liaonet
@medlabseries
@vumc_vclic
@adamatw
@mdpiopenaccess
@meduni_wien
@4basecare

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@chidambara09
@hrblock_21
@morolswediu
@evankirstel
@rosenchild
@animesh1977
@artificialbra1n
@jfsebastian146
@dancas2

Top Tweeters in G1:
@animesh1977
@johnkops
@arweaveapi
@tweetingnn
@jpa
@alanjcard
@uthealth_sbmi
@sid_healthcare
@healthrecord1
@healthmonthly3

Top Tweeters in G2:
@cybersec_feeds
@morolswediu
@jfsebastian146
@coderretweet
@noticiascaracol
@fabriciosx
@aprogrammerbot
@botsecx
@codewithtwitchi
@ecuabot

Top Tweeters in G3:
@hrblock_21
@dancas2
@hdpr2016
@tomy2875
@satyajit1910
@dlspace108
@pastorannisha
@ene3112
@christinelem007
@athbheochan

Top Tweeters in G4:
@zolpidembot
@odobehave
@nature
@familytreetips2
@la_lesaffaires
@kmirza
@asouvi
@delltechhealth
@eventcentralme
@digitalhealthxx

Top Tweeters in G5:
@torontostar
@trab_bot
@statnews
@medium
@authoritymgzine
@matthburkhalter
@margiesherlock
@peggypippalbon2
@infermiere_line
@profanestesista

Top Tweeters in G6:
@gdprai
@manifattura40
@hephaistos_ai
@singlecellmedia
@realsalesadvice
@mayocancercare
@sigsworthjanice
@marie_batey
@patientworthy
@srotberg15

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

Top Tweeters in G8:
@rosenchild
@ml_tweet_bot
@hubbucket
@compchembiobot
@binfotrends
@royalvoxpost
@gcordovas
@daniela_oaks
@dominickmsolo1
@m_t_a1976

Top Tweeters in G9:
@evankirstel
@gezgintrk
@trippbraden
@akwyz
@drjdrooghaag
@ralexjimenez
@johnnosta
@haroldsinnott
@avrohomg
@albertoemachado

Top Tweeters in G10:
@rtlnieuws
@superteamup
@productier1
@dnaed_tech
@liaonet
@lifesciencevie
@our_science
@mdpiopenaccess
@tine_boe
@vumcdbmi


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