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personalizedmedicine_2022-03-17_19-43-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 18, 2022
Short Description:
personalizedmedicine via NodeXL https://bit.ly/3u53Yvn
@precisionmedbot
@hephaistos_ai
@insightrx
@rafael52987
@journalofnucmed
@irmaraste
@pmedcast
@dhpsp
@this0499154500
@permedcoalition

Top hashtags:
#personalizedmedicine
#digitalhealth
#precisionmedicine

Description:
Description
The graph represents a network of 1,306 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, 18 March 2022 at 02:45 UTC.

The requested start date was Friday, 18 March 2022 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 105-day, 22-hour, 28-minute period from Wednesday, 01 December 2021 at 00:15 UTC to Wednesday, 16 March 2022 at 22:43 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 : 1306
Unique Edges : 963
Edges With Duplicates : 3065
Total Edges : 4028
Number of Edge Types : 5
Replies to : 38
Mentions : 730
MentionsInRetweet : 1722
Retweet : 1051
Tweet : 487
Self-Loops : 526
Reciprocated Vertex Pair Ratio : 0.0403669724770642
Reciprocated Edge Ratio : 0.0776014109347443
Connected Components : 232
Single-Vertex Connected Components : 108
Maximum Vertices in a Connected Component : 684
Maximum Edges in a Connected Component : 3049
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.449681
Graph Density : 0.000998046153033743
Modularity : 0.401473
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,306 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, 18 March 2022 at 02:45 UTC.

The requested start date was Friday, 18 March 2022 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 105-day, 22-hour, 28-minute period from Wednesday, 01 December 2021 at 00:15 UTC to Wednesday, 16 March 2022 at 22:43 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:
[56] https://medicaltransformationcenter.com/personalized-medicine/
[14] https://www.marketsandmarkets.com/Market-Reports/single-cell-analysis-market-171955254.html
[11] https://www.pmedcast.com/2022/02/02/episode037-making-personalized-medicine-available-to-every-patient-with-christopher-wells/
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272877
[8] https://bioeng2022.helmholtz-muenchen.de
[7] https://www.ukri.org/news/uk-biobank-sequences-whole-genomes-of-200000-participants/
[6] https://hgserver1.amc.nl:443/
[5] https://medisapiens.com/articles/why-curating-phenotypic-data-is-crucial-to-advancing-genomic-medicine/
[5] https://www.belewdrugs.com/belews-news
[5] https://event.on24.com/wcc/r/3615147/520A0A78EFAC216B07E6940BBA91B3A6

Top URLs in Tweet in G1:
[56] https://medicaltransformationcenter.com/personalized-medicine/
[5] https://www.belewdrugs.com/belews-news
[5] 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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272877
[3] https://magnusconferences.com/precision-medicine/submit-abstract
[2] https://www.personalizemymedicine.com/medical-innovation/features/
[2] https://medisapiens.com/articles/why-curating-phenotypic-data-is-crucial-to-advancing-genomic-medicine/
[2] https://twitter.com/drgauravchandra/status/1490834374920753153

Top URLs in Tweet in G2:
[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
[2] https://phys.org/news/2022-03-scientists-genetic-sequencing.html
[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/

Top URLs in Tweet in G3:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272877
[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
[2] https://medium.com/@drpravinbadhe/personalized-medicine-9938b497e1ad
[1] https://twitter.com/rafael52987/status/1502982272152133633
[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

Top URLs in Tweet in G4:
[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://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.pharmacytimes.com/view/pharmacogenomics-offers-new-roles-opportunities-for-pharmacists
[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
[1] http://bwhealthcareworld.businessworld.in/article/Oncological-Treatment-The-Evolving-Paradigms/23-12-2021-415687/

Top URLs in Tweet in G5:
[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://s3.amazonaws.com/rdcms-snmmi/files/production/public/FileDownloads/Pathways-February-2022.pdf
[1] http://www.snmmi.org/NewsPublications/NewsDetail.aspx?ItemNumber=39568

Top URLs in Tweet in G6:
[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/
[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://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==
[1] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzUzMzU3OA==
[1] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzUzNjEyOQ==
[1] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzU3NjAyMg==

Top URLs in Tweet in G7:
[12] 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
[3] https://www.marketsandmarkets.com/Market-Reports/asia-pacific-single-cell-analysis-market-257201069.html
[2] https://twitter.com/TheEconomist/status/1487900982725984263
[1] https://www.marketsandmarkets.com/Market-Reports/in-vivo-toxicology-testing-market-105308811.html
[1] https://www.marketsandmarkets.com/Market-Reports/molecular-cytogenetic-market-148469224.html
[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

Top URLs in Tweet in G8:
[3] https://medisapiens.com/articles/why-curating-phenotypic-data-is-crucial-to-advancing-genomic-medicine/
[3] https://www.globaldata.com/globaldata-predicts-future-healthtech-unicorns/
[3] https://doi.org/10.1186/s12891-020-03741-0
[3] https://ccforum.biomedcentral.com/articles/10.1186/s13054-021-03822-z
[2] https://www.oncoact.nl/
[2] https://www.hartwigmedicalfoundation.nl/en/database/
[2] https://twitter.com/ecuppen/status/1493952892805472257
[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://medium.com/authority-magazine/the-future-is-now-gary-conkright-of-physiq-on-how-their-technological-innovation-will-shake-up-the-98171e793f6c

Top URLs in Tweet in G9:
[1] https://twitter.com/IrmaRaste/status/1461042955385511939
[1] https://blogs.3ds.com/northamerica/digital-solutions-for-cell-and-gene-therapy/
[1] https://blogs.3ds.com/northamerica/top-tech-trends-fueling-advances-in-life-sciences-and-healthcare/
[1] https://blogs.3ds.com/perspectives/come-experience-the-virtual-twin-of-the-human-body-at-ces-2022/
[1] https://twitter.com/IrmaRaste/status/1470617381714153472
[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:
[1] https://academic.oup.com/cardiovascres/article/117/14/2742/6174689

Top Domains
Top Domains in Tweet in Entire Graph:
[111] twitter.com
[56] medicaltransformationcenter.com
[25] linkedin.com
[21] marketsandmarkets.com
[19] pmedcast.com
[18] genomsys.com
[14] doi.org
[12] nih.gov
[9] nodexlgraphgallery.org
[9] nature.com

Top Domains in Tweet in G1:
[56] medicaltransformationcenter.com
[8] personalizemymedicine.com
[5] belewdrugs.com
[5] healthcareitnews.com
[5] on24.com
[5] linkedin.com
[4] nature.com
[3] researchgate.net
[3] marketsandmarkets.com
[3] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[11] linkedin.com
[11] twitter.com
[3] pgenetic.com
[3] clinicallabmanager.com
[2] crgconferences.com
[2] youtube.com
[2] childrenshospital.org
[2] integratedconnects.com
[2] nejm.org
[2] yahoo.com

Top Domains in Tweet in G3:
[64] twitter.com
[6] nodexlgraphgallery.org
[4] aipocrates.org
[3] actonsoftware.com
[2] medium.com
[1] digitalpatientsafety.com
[1] scipedia.com
[1] biorxiv.org
[1] biobanking.com
[1] doi.org

Top Domains in Tweet in G4:
[3] pharmacytimes.com
[3] drugdiscoverytrends.com
[3] magnusconferences.com
[2] devdiscourse.com
[2] clinicalomics.com
[2] managedhealthcareexecutive.com
[2] mydigitalpublication.com
[2] projectpace.eu
[2] bioivt.com
[1] medscape.com

Top Domains in Tweet in G5:
[5] doi.org
[2] snmmi.org
[1] jamanetwork.com
[1] snmjournals.org
[1] amazonaws.com

Top Domains in Tweet in G6:
[18] pmedcast.com
[5] informz.net
[3] apple.com
[3] twitter.com
[3] doi.org
[3] healthinsight.ca
[2] nih.gov
[1] personalizedmedicinecoalition.org
[1] friendsofcancerresearch.org
[1] statnews.com

Top Domains in Tweet in G7:
[17] marketsandmarkets.com
[6] amc.nl
[5] springer.com
[2] twitter.com
[1] bcplatforms.com
[1] youtu.be
[1] doi.org
[1] nih.gov
[1] youtube.com
[1] festivalofgenomics.com

Top Domains in Tweet in G8:
[18] genomsys.com
[6] twitter.com
[3] nih.gov
[3] medisapiens.com
[3] globaldata.com
[3] doi.org
[3] biomedcentral.com
[2] oncoact.nl
[2] hartwigmedicalfoundation.nl
[2] innovationsoftheworld.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1049] personalizedmedicine
[239] digitalhealth
[197] precisionmedicine
[148] datascience
[123] healthcare
[115] publichealth
[104] patientsafety
[101] ai
[79] medicine
[75] dhpsp



Top Hashtags in Tweet in G1:
[163] personalizedmedicine
[26] precisionmedicine
[21] cancer
[18] transformlouisville
[18] healthcare
[12] telehealth
[10] raredisease
[10] medicine
[9] compounding
[8] genomics

Top Hashtags in Tweet in G2:
[125] personalizedmedicine
[18] precisionmedicine
[12] healthcare
[8] genetics
[7] genomics
[6] biotech
[6] innovation
[6] medicine
[5] oncology
[5] diagnostics

Top Hashtags in Tweet in G3:
[187] digitalhealth
[167] personalizedmedicine
[139] datascience
[111] publichealth
[100] patientsafety
[74] dhpsp
[68] 5g
[60] 100daysofcode
[54] ia
[53] bigdata

Top Hashtags in Tweet in G4:
[61] personalizedmedicine
[38] precisionmedicine
[27] pharmacokinetic
[17] oncology
[11] precisiondosing
[11] pharmacokinetics
[9] pharmacogenetics
[7] genomics
[7] datascience
[6] ai

Top Hashtags in Tweet in G5:
[10] personalizedmedicine
[3] nucmed
[3] prostatecancer
[3] nuclearmedicine
[2] cancer
[2] petimaging
[2] petct
[1] psma
[1] alzheimers
[1] covid19

Top Hashtags in Tweet in G6:
[62] personalizedmedicine
[7] precisionmedicine
[6] startups
[4] biotech
[4] patients
[4] education
[4] sepsis
[3] cancer
[3] oncology
[3] healthcare

Top Hashtags in Tweet in G7:
[32] personalizedmedicine
[18] bioinformatics
[15] research
[15] cancer
[13] biotechnology
[10] fog2022
[9] multiomics
[9] bioengineering
[9] drugdesign
[7] stemcells

Top Hashtags in Tweet in G8:
[57] personalizedmedicine
[24] genomics
[18] precisionmedicine
[14] genomsys
[12] squadgoals
[11] mpegg
[11] dna
[8] bioinformatics
[8] healthcare
[8] organonachip

Top Hashtags in Tweet in G9:
[38] personalizedmedicine
[29] cell
[29] gene
[6] healthcare
[6] digitalhealth
[6] ces2022
[5] healthtech
[3] pandemic
[3] genetic
[3] ces

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:
[1049] #personalizedmedicine
[239] #digitalhealth
[197] #precisionmedicine
[188] more
[172] medicine
[171] personalized
[148] #datascience
[140] rafael52987
[125] treatment
[123] #healthcare

Top Words in Tweet in G1:
[163] #personalizedmedicine
[46] call
[43] more
[39] find
[33] dr
[29] medicine
[28] personalized
[27] therapy
[26] #precisionmedicine
[25] visit

Top Words in Tweet in G2:
[125] #personalizedmedicine
[63] î
[28] medicine
[28] personalized
[18] #precisionmedicine
[17] more
[14] patients
[12] #healthcare
[11] health
[11] based

Top Words in Tweet in G3:
[187] #digitalhealth
[167] #personalizedmedicine
[139] #datascience
[134] rafael52987
[111] #publichealth
[100] #patientsafety
[76] publichealthbot
[74] #dhpsp
[68] #5g
[60] #100daysofcode

Top Words in Tweet in G4:
[90] insightrx
[61] #personalizedmedicine
[49] precision
[38] #precisionmedicine
[38] patient
[32] dosing
[31] model
[31] 2021
[30] using
[29] research

Top Words in Tweet in G5:
[65] journalofnucmed
[34] psma
[34] treatment
[27] therapy
[24] 617
[24] administered
[24] immediately
[24] following
[24] androgen
[24] deprivation

Top Words in Tweet in G6:
[62] #personalizedmedicine
[29] permedcoalition
[27] personalized
[26] medicine
[26] pmedcast
[18] 2021
[15] wells
[15] episode
[15] ceo
[14] today

Top Words in Tweet in G7:
[32] #personalizedmedicine
[22] read
[18] more
[18] #bioinformatics
[16] cell
[15] single
[15] analysis
[15] #research
[15] #cancer
[13] #biotechnology

Top Words in Tweet in G8:
[57] #personalizedmedicine
[42] genomsys
[24] #genomics
[19] more
[19] find
[18] #precisionmedicine
[18] 2021
[17] 2022
[17] recap
[16] today

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

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:
[133] #digitalhealth,#personalizedmedicine
[103] #publichealth,#datascience
[100] #personalizedmedicine,#patientsafety
[100] personalized,medicine
[78] #precisionmedicine,#personalizedmedicine
[77] #datascience,#digitalhealth
[72] publichealthbot,#publichealth
[65] #5g,publichealthbot
[56] livescience_t,_inpst
[53] _inpst,stefaniaarciell

Top Word Pairs in Tweet in G1:
[35] #personalizedmedicine,call
[23] visit,website
[17] call,today
[14] personalized,medicine
[13] thinking,#personalizedmedicine
[13] more,#transformlouisville
[12] health,#personalizedmedicine
[12] today,find
[11] call,visit
[11] website,find

Top Word Pairs in Tweet in G2:
[43] î,î
[17] personalized,medicine
[8] #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 G3:
[125] #digitalhealth,#personalizedmedicine
[101] #publichealth,#datascience
[99] #personalizedmedicine,#patientsafety
[77] #datascience,#digitalhealth
[71] publichealthbot,#publichealth
[64] #5g,publichealthbot
[55] livescience_t,_inpst
[52] _inpst,stefaniaarciell
[52] stefaniaarciell,#5g
[52] #ia,livescience_t

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:
[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 G6:
[21] personalized,medicine
[9] chris,wells
[8] genetics,podcast
[7] edition,personalized
[7] patrick_j_short,host
[7] host,genetics
[7] ceo,co
[7] co,founder
[6] medicine,today
[6] recent,guest

Top Word Pairs in Tweet in G7:
[17] read,more
[15] single,cell
[15] cell,analysis
[10] gajanans7,single
[10] festival,genomics
[10] genomics,biodata
[10] biodata,#fog2022
[9] #personalizedmedicine,effect
[9] effect,#multiomics
[9] #multiomics,subtyping

Top Word Pairs in Tweet in G8:
[17] #personalizedmedicine,#precisionmedicine
[15] 2021,recap
[15] genomsys,shares
[14] recap,outlook
[14] find,more
[12] outlook,2022
[12] #precisionmedicine,#squadgoals
[11] #genomsys,#genomics
[11] shares,2021
[10] #genomics,#mpegg

Top Word Pairs in Tweet in G9:
[32] digital,solutions
[32] gene,therapy
[29] solutions,cellular
[29] cellular,gene
[29] therapy,#cell
[29] #cell,#gene
[29] #gene,therapies
[29] therapies,part
[29] part,#personalizedmedicine
[27] irmaraste,digital

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
@cnnradiolaplata
@docpino2
@mauriciojaramil
@jbarbosapr
@pmm_2022
@rtlnieuws
@publichealthbot
@_atanas_

Top Replied-To in G1:
@pmm_2022
@allscripts

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

Top Replied-To in G8:
@rtlnieuws
@garyphysiq

Top Replied-To in G9:
@jbarbosapr

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

Top Mentioned in G1:
@premaslifesc
@pmedcast
@pmm_2022
@sewantilimaye
@rafael52987
@cellworkslife
@myprecisionmed
@patientworthy
@insightrx
@chuvlausanne

Top Mentioned in G2:
@rtsafe
@pharmaexcipient

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

Top Mentioned in G4:
@insightrx
@geraldfinken
@om1inc
@inside_pm
@eprojectpace
@bioivt
@thenci
@drugdiscoverdev
@himss
@uw

Top Mentioned in G5:
@journalofnucmed
@snm_mi
@jamaonc
@thomashopemd
@calaisjeremie

Top Mentioned in G6:
@permedcoalition
@pmedcast
@yagensky
@patrick_j_short
@sanogenetics
@mediaplanetca
@noscendo
@ochrebio
@jack_o_meara
@fda

Top Mentioned in G7:
@gajanans7
@royalvoxpost
@gimjournal
@act_ai_driven
@rockefelleruniv
@secondcellbio
@r2_microarray
@hartwigmedical
@gcordovas
@uthealthbiomed

Top Mentioned in G8:
@genomsys
@pregenerate_inc
@hartwigmedical
@physiq
@liaonet
@medlabseries
@vumc_vclic
@adamatw
@mdpiopenaccess
@meduni_wien

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

Top Mentioned in G10:
@cvr_tomaszguzik
@esc_journals

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

Top Tweeters in G1:
@manifattura40
@zolpidembot
@hephaistos_ai
@odobehave
@nature
@familytreetips2
@kmirza
@eventcentralme
@digitalhealthxx
@mayocancercare

Top Tweeters in G2:
@animesh1977
@fatimacherkasov
@johnkops
@davrola
@arweaveapi
@tweetingnn
@jpa
@alanjcard
@uthealth_sbmi
@sid_healthcare

Top Tweeters in G3:
@cybersec_feeds
@thedeveloperbot
@morolswediu
@jfsebastian146
@coderretweet
@noticiascaracol
@fabriciosx
@botsecx
@aprogrammerbot
@codewithtwitchi

Top Tweeters in G4:
@hrblock_21
@dancas2
@hdpr2016
@tomy2875
@satyajit1910
@dlspace108
@pastorannisha
@gdprai
@christinelem007
@ene3112

Top Tweeters in G5:
@clearwaterbk
@palac10s49
@aleneziahmed1
@alokdoctor
@immunonucmed
@jamaonc
@medicalscitech
@drjavallejo
@ankushjaj
@saronita2008

Top Tweeters in G6:
@torontostar
@statnews
@matthburkhalter
@margiesherlock
@peggypippalbon2
@us_fda
@pennmedicine
@pharmaprodigy
@childrensphila
@mediaplanetca

Top Tweeters in G7:
@rosenchild
@ml_tweet_bot
@hubbucket
@compchembiobot
@singlecellmedia
@binfotrends
@royalvoxpost
@hireahacker_pro
@gcordovas
@daniela_oaks

Top Tweeters in G8:
@rtlnieuws
@superteamup
@productier1
@dnaed_tech
@liaonet
@trab_bot
@medium
@authoritymgzine
@lifesciencevie
@our_science

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

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


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