personalizedmedicine, Twitter, 3/17/2023 2:33:01 AM, 291396


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personalizedmedicine_2023-03-16_19-20-06.xlsx
personalizedmedicine_2023-03-16_19-20-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 17, 2023
Short Description:
personalizedmedicine via NodeXL https://bit.ly/3YURXWA
@precisionmedbot
@rafael52987
@permedcoalition
@snm_mi
@journalbio
@binfotrends
@cancerlinks
@compchembiobot
@maryam_lustberg
@hartwigmedical

Top hashtags:
#personalizedmedicine
#digitalhealth
#datascience

Description:
Description
The graph represents a network of 2,605 Twitter users whose recent tweets contained "personalizedmedicine", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/16/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 17 March 2023 at 02:26 UTC.

The tweets in the network were tweeted over the 1355-day, 3-hour, 43-minute period from Sunday, 30 June 2019 at 18:16 UTC to Thursday, 16 March 2023 at 22:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 2605
Unique Edges : 2009
Edges With Duplicates : 11157
Total Edges : 13166
Number of Edge Types : 8
Retweet : 2959
MentionsInRetweet : 4654
Tweet : 995
Quote : 606
Mentions : 1583
MentionsInQuote : 1828
MentionsInReplyTo : 325
Replies to : 216
Self-Loops : 2676
Reciprocated Vertex Pair Ratio : 0.0628371945414154
Reciprocated Edge Ratio : 0.118244252015527
Connected Components : 415
Single-Vertex Connected Components : 206
Maximum Vertices in a Connected Component : 1545
Maximum Edges in a Connected Component : 11303
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.466496
Graph Density : 0.000493703765946971
Modularity : 0.24785
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,605 Twitter users whose recent tweets contained "personalizedmedicine", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/16/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 17 March 2023 at 02:26 UTC.

The tweets in the network were tweeted over the 1355-day, 3-hour, 43-minute period from Sunday, 30 June 2019 at 18:16 UTC to Thursday, 16 March 2023 at 22:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[126] https://medicaltransformationcenter.com/personalized-medicine/
[27] https://community.hpe.com/t5/Tech-Insights/Unleash-the-future-of-genomics-today-with-a-robust-AI-platform/ba-p/7159486#.YtfMIXbMJWI
[17] https://www.psychologytoday.com/za/blog/the-future-brain/202212/ai-and-multiomics-identify-cancer-biomarker-and-drug-target
[17] https://aipocrates.org/2022/09/04/como-construir-un-departamento-de-inteligencia-artificial-clinica/
[14] https://doi.org/10.2967/jnumed.121.262305
[14] https://aipocrates.org/2023/01/15/hablemos-de-bioimpresion-en-3d/
[14] https://aipocrates.org/2022/08/28/ia-peer-review/
[13] https://pmandthepatient.org/
[13] https://integratedconnects.com/
[12] http://www.snmmi.org/NewsPublications/NewsDetail.aspx?ItemNumber=41881

Top URLs in Tweet in G1:
[126] https://medicaltransformationcenter.com/personalized-medicine/
[5] https://werkenbijumcg.nl/-/vacatures/post-doctoral-scientist-position-clinical-trials-and-personalized-medicine/10419-02s0007kzp
[4] https://twitter.com/GenepoweRx/status/1597535791814627328/photo/1
[4] https://twitter.com/GenepoweRx/status/1548987247466520578/photo/1
[4] https://twitter.com/KSSTA/status/1558734954946764801/photo/1
[4] https://www.coriell.com/patients-caregivers/
[4] https://twitter.com/CanEmbGermany/status/1585615456374853633/photo/1
[3] https://twitter.com/GenepoweRx/status/1597824214341341190/photo/1
[3] https://twitter.com/GenepoweRx/status/1585552883231395840/photo/1
[3] https://twitter.com/jbelliz/status/1569651440158932992/photo/1

Top URLs in Tweet in G2:
[4] https://twitter.com/apn_healthcare/status/1631293281572380672/photo/1
[4] https://twitter.com/DrWEI_EU/status/1579529708563501062/photo/1
[4] https://twitter.com/mnmconferences/status/1602685120875749377/photo/1
[3] https://twitter.com/DubaiStemCell/status/1618231041009012736/photo/1
[3] https://www.psoriasiscouncil.org/resources/personalized-medicine-different-context/
[3] https://apnews.com/press-release/ein-presswire-newsmatics/technology-health-covid-united-arab-emirates-biotechnology-91be0e17d754803f19d94e13f4905d58
[3] https://twitter.com/Medartis_Global/status/1575478056168595457/photo/1
[3] https://twitter.com/opalmedapps/status/1597605336307109893/photo/1
[3] https://www.alliedacademies.org/allied-journal-of-medical-research/
[3] https://twitter.com/BremoRX/status/1573775505312055297/photo/1

Top URLs in Tweet in G3:
[16] https://aipocrates.org/2022/09/04/como-construir-un-departamento-de-inteligencia-artificial-clinica/
[14] https://aipocrates.org/2022/08/28/ia-peer-review/
[14] https://aipocrates.org/2023/01/15/hablemos-de-bioimpresion-en-3d/
[9] https://aipocrates.org/2023/01/22/what-the-gpt-chat/
[8] https://aipocrates.org/2022/12/18/a-hombros-de-gigantes-en-la-salud-2030/
[8] https://aipocrates.org/2023/02/12/abc-del-blockchain-para-medicos/
[7] https://aipocrates.org/2022/12/25/aipocrates-migrando-de-la-v2-022-a-la-v2-023/
[7] https://aipocrates.org/2023/02/19/el-nuevo-determinante-social-de-la-salud/
[7] https://aipocrates.org/2023/02/05/dilema-de-la-puerta-abierta-a-la-tecnologia-en-la-medicina/
[6] https://aipocrates.org/2023/01/29/torres-de-control-de-datos-para-el-sector-salud/

Top URLs in Tweet in G4:
[5] https://www.marketsandmarkets.com/Market-Reports/metabolomics-technology-market-900.html
[4] https://twitter.com/BalashaLab/status/1550472246015426562/photo/1
[4] https://twitter.com/CLodeiro4Nano/status/1549736079493824515/photo/1
[3] https://meet.zoho.com/lWEK1rwPMC
[3] https://www.alliedmarketresearch.com/request-sample/2048?utm_source=Twitter&utm_medium=Post&utm_campaign=Ashwini+Rajvaidya&utm_id=15300
[3] https://www.nokia.com/thought-leadership/podcasts/building-the-star-trek-med-bay?did=D00000001070&utm_campaign=Fm_apj_osome&utm_source=linkedin&utm_medium=organic&utm_term=9a5d6358-d4b1-4bf3-ae77-bc79183983a9
[3] https://twitter.com/tsahluwalia/status/1569988845164183560/photo/1
[2] https://usmsystems.com/ai-in-pharma-and-biomedicine/
[2] https://www.marketsandmarkets.com/Market-Reports/asia-pacific-single-cell-analysis-market-257201069.html
[2] https://licensing.research.gatech.edu/technology/microfluidic-platform-high-density-cell-delivery

Top URLs in Tweet in G5:
[15] https://www.psychologytoday.com/za/blog/the-future-brain/202212/ai-and-multiomics-identify-cancer-biomarker-and-drug-target
[8] https://www.gruposolti.org/events/envisionsummit2022/
[7] https://www.bbc.com/future/article/20230227-the-search-for-the-worlds-missing-genomes?ocid=ww.social.link.twitter
[6] https://www.psychologytoday.com/us/blog/the-future-brain/202212/ai-and-multiomics-identify-cancer-biomarker-and-drug-target
[3] https://twitter.com/joana_ut/status/1586593289419083777
[2] https://twitter.com/enilev/status/1599256933281583104/photo/1
[2] https://twitter.com/pregenerate_inc/status/1592907100656906241/photo/1
[2] https://twitter.com/pregenerate_inc/status/1563127728705904642/photo/1
[2] https://twitter.com/pregenerate_inc/status/1584557081251794945/photo/1
[2] https://www.sciencedirect.com/science/article/pii/S106345842100738X

Top URLs in Tweet in G6:
[11] https://pmandthepatient.org/
[5] https://fishawack.com/news/6-trends-shaping-the-future-of-personalized-medicine?utm_source=twitter&utm_medium=social
[3] https://twitter.com/permedcoalition/status/1592513582964838400/photo/1
[2] https://www.asbmb.org/meetings-events/dei-in-precision-medicine
[2] https://labopp.org/podcast/#:~:text=Contact-,Email,-Comments
[2] https://podcasts.apple.com/us/podcast/labopp-global-leaders-lab-voices-of-the-world/id1594913496
[2] https://open.spotify.com/show/3JPNqT0GPN7vHp5yDUYpnU
[2] https://fishawack.com/news/in-the-precision-medicine-era-the-line-between-products-and-services-is-blurred
[2] https://fishawack.com/news/6-trends-shaping-the-future-of-personalized-medicine?utm_source=linkedin&utm_medium=social
[2] https://twitter.com/CalZole/status/1587783678444306434/photo/1

Top URLs in Tweet in G7:
[14] https://doi.org/10.2967/jnumed.121.262305
[12] http://www.snmmi.org/NewsPublications/NewsDetail.aspx?ItemNumber=41881
[2] https://doi.org/10.2967/jnumed.122.264207
[1] https://doi.org/10.2967/jnumed.122.264832
[1] https://twitter.com/JournalofNucMed/status/1595070237099323392/photo/1
[1] https://twitter.com/JournalofNucMed/status/1579834886231588866/photo/1
[1] https://twitter.com/JournalofNucMed/status/1544320775624314884/photo/1
[1] https://doi.org/10.2967/jnumed.122.264394
[1] https://doi.org/10.2967/jnumed.122.264567
[1] https://doi.org/10.2967/jnumed.122.264835

Top URLs in Tweet in G8:
[4] https://twitter.com/cdanicas/status/1575752868853731329/photo/1
[1] https://www.nature.com/articles/s41591-022-01981-2.pdf
[1] https://www.genengnews.com/topics/translational-medicine/heart-attacks-mimicked-on-a-chip/
[1] https://www.genengnews.com/topics/bioprocessing/next-generation-cancer-vaccines-get-personal/
[1] https://twitter.com/GENbio/status/1564410128945876992/photo/1
[1] https://twitter.com/erikahamilton9/status/1636390255539650563
[1] https://www.practiceupdate.com/content/prognostic-value-of-plasma-ctdna-fraction-across-four-common-cancer-types/147651
[1] https://www.annalsofoncology.org/article/S0923-7534(22)04186-2/fulltext
[1] https://www.statnews.com/2022/10/31/inconsistent-clinical-practices-thwart-wider-use-of-personalized-medicine/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-022-05068-3%2Fmetrics

Top URLs in Tweet in G9:
[5] https://biomedicine.conferenceseries.com/registration.php
[4] https://lung-health.org/
[2] https://ellipse.prbb.org/a-european-federation-of-genomic-data-to-promote-personalized-medicine/
[2] https://www.ciim-hannover.de/de/jobs/jobs-pm-d-solve/
[2] https://lung-health.org/2023/
[2] https://lung-health.org/2023/?page_id=43
[2] https://lung-health.org/2023/?page_id=52
[2] https://www.nfcr.org/2022-achievements/
[1] https://www.genengnews.com/topics/omics/dna/telomeres/telomeres-encode-disease-relevant-proteins-new-study-suggests/
[1] https://www.globaldata.com/media/medical-devices/in-vitro-diagnostics-to-help-cancer-patients-in-japan-by-supporting-personalized-oncology-medicine-says-globaldata/

Top URLs in Tweet in G10:
[2] https://1.is/
[2] https://www.hartwigmedicalfoundation.nl/wp-content/uploads/2022/11/Hartwig-Medical-Foundation_WGS-voor-iedere-kankerpatie%CC%88nt.pdf
[1] https://www.hartwigmedicalfoundation.nl/genaya-eerste-8-patienten-geincludeerd/
[1] https://twitter.com/HartwigMedical/status/1610175174694895618/photo/1
[1] https://twitter.com/HartwigMedical/status/1615260563789025281/photo/1
[1] https://www.hartwigmedicalfoundation.nl/in-de-media-betere-diagnostiek-zorgt-voor-betere-behandeling/
[1] https://twitter.com/HartwigMedical/status/1575039242484387840/photo/1
[1] https://3.is/
[1] https://onlinelibrary.wiley.com/doi/full/10.1002/path.5988
[1] https://www.hartwigmedicalfoundation.nl/whole-genome-sequencing-is-betrouwbaar-heeft-toegevoegde-waarde-en-is-prima-in-te-bedden-in-de-dagelijkse-pathologie-diagnostiek/

Top Domains
Top Domains in Tweet in Entire Graph:
[1670] twitter.com
[150] aipocrates.org
[126] medicaltransformationcenter.com
[104] nih.gov
[72] healthtechdigital.com
[57] linkedin.com
[38] medcitynews.com
[37] nature.com
[37] youtube.com
[27] hpe.com

Top Domains in Tweet in G1:
[243] twitter.com
[126] medicaltransformationcenter.com
[21] genepowerx.com
[7] coriell.com
[5] live100.life
[5] werkenbijumcg.nl
[5] physiq.com
[4] marketsandmarkets.com
[4] personalizemymedicine.com
[3] youtube.com

Top Domains in Tweet in G2:
[137] twitter.com
[25] linkedin.com
[8] nature.com
[5] prnewswire.com
[5] learn-more.com
[5] sciencedirect.com
[4] alliedacademies.org
[3] loom.ly
[3] xtalks.com
[3] psoriasiscouncil.org

Top Domains in Tweet in G3:
[581] twitter.com
[149] aipocrates.org
[95] nih.gov
[72] healthtechdigital.com
[31] medcitynews.com
[8] linkedin.com
[8] healthitanalytics.com
[8] medigy.com
[4] sciencedirect.com
[4] digitalsalutem.com

Top Domains in Tweet in G4:
[68] twitter.com
[10] marketsandmarkets.com
[5] linkedin.com
[4] nokia.com
[3] zoho.com
[3] alliedmarketresearch.com
[3] m2gen.com
[3] gatech.edu
[3] nature.com
[2] mdpi.com

Top Domains in Tweet in G5:
[47] twitter.com
[21] psychologytoday.com
[8] gruposolti.org
[7] bbc.com
[4] pharmiweb.com
[3] youtube.com
[2] sciencedirect.com
[2] wiley.com
[2] wsj.com
[2] personalgenome.com

Top Domains in Tweet in G6:
[45] twitter.com
[18] pmandthepatient.org
[10] fishawack.com
[6] informz.net
[4] labopp.org
[2] asbmb.org
[2] diaceutics.com
[2] apple.com
[2] spotify.com
[2] youtube.com

Top Domains in Tweet in G7:
[20] doi.org
[14] snmmi.org
[13] twitter.com
[2] youtube.com
[2] bit.ly
[1] brainstormsummit.com
[1] paper.li

Top Domains in Tweet in G8:
[17] twitter.com
[7] nature.com
[2] genengnews.com
[1] practiceupdate.com
[1] annalsofoncology.org
[1] statnews.com
[1] science.org

Top Domains in Tweet in G9:
[35] twitter.com
[14] lung-health.org
[6] conferenceseries.com
[5] nfcr.org
[3] nature.com
[2] globaldata.com
[2] prbb.org
[2] crg.eu
[2] ciim-hannover.de
[2] bio-integration.org

Top Domains in Tweet in G10:
[9] twitter.com
[7] hartwigmedicalfoundation.nl
[2] 1.is
[1] 3.is
[1] wiley.com
[1] oncoact.nl
[1] nki.nl
[1] oncode.nl

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2890] personalizedmedicine
[1242] digitalhealth
[1015] datascience
[757] machinelearning
[704] dhpsp
[663] meded
[636] telemednow
[609] artificialintelligence
[602] smarthit
[599] capchat



Top Hashtags in Tweet in G1:
[430] personalizedmedicine
[81] genomics
[60] precisionmedicine
[57] genetics
[51] genetictesting
[50] pharmacogenomics
[48] genometesting
[48] hyderabad
[45] cancer
[45] internalmedicine

Top Hashtags in Tweet in G2:
[278] personalizedmedicine
[32] precisionmedicine
[27] compounding
[24] custommedications
[24] womenshealth
[23] wellness
[20] compoundingpharmacy
[19] hormonereplacement
[16] ai
[14] healthcare

Top Hashtags in Tweet in G3:
[1194] digitalhealth
[1000] personalizedmedicine
[993] datascience
[721] machinelearning
[699] dhpsp
[648] meded
[626] telemednow
[590] smarthit
[589] capchat
[583] healthcareai

Top Hashtags in Tweet in G4:
[105] personalizedmedicine
[28] genomics
[27] healthcare
[25] precisionmedicine
[24] bioinformatics
[19] multiomics
[19] medicine
[18] biotechnology
[16] omics
[15] drugdiscovery

Top Hashtags in Tweet in G5:
[66] personalizedmedicine
[30] cancer
[30] precisiononcology
[29] ai
[19] arthritis
[17] multiomics
[17] startup
[16] biomarker
[13] medtech
[12] awareness

Top Hashtags in Tweet in G6:
[87] personalizedmedicine
[13] precisionmedicine
[10] precisionhealth
[7] fishawackhealth
[6] fh
[5] pmc
[3] covid19
[3] innovation
[3] researches
[3] graphics

Top Hashtags in Tweet in G7:
[32] prostatecancer
[18] personalizedmedicine
[18] snmmi
[15] nuclearmedicine
[4] teamwork
[3] nucmed
[3] rptherapy
[3] brainstormsummit
[3] medicine
[3] theranostics

Top Hashtags in Tweet in G8:
[39] personalizedmedicine
[14] tumorboardtuesday
[12] bcsm
[9] precisionmedicine
[8] supponc
[7] healthtech
[5] influence
[5] medtech
[5] liquidbiopsy
[3] oncology

Top Hashtags in Tweet in G9:
[74] personalizedmedicine
[32] asthma
[17] healthcare
[17] copd
[17] lung
[17] pneumology
[14] breath
[13] allergology
[13] rarediseases
[8] infection

Top Hashtags in Tweet in G10:
[36] personalizedmedicine
[5] zorgopmaat
[4] wholegenomesequencing
[3] cancerresearch
[2] kankeronderzoek
[1] ayazorg
[1] jongenkanker
[1] zorgkosten
[1] cancergenomics
[1] bioinformatics

Top Words
Top Words in Tweet in Entire Graph:
[2863] #personalizedmedicine
[1267] rafael52987
[1242] #digitalhealth
[1025] #datascience
[757] #machinelearning
[704] #dhpsp
[663] #meded
[636] #telemednow
[609] #artificialintelligence
[602] #smarthit

Top Words in Tweet in G1:
[430] #personalizedmedicine
[127] more
[111] call
[81] #genomics
[72] find
[70] health
[60] #precisionmedicine
[57] #genetics
[57] visit
[56] website

Top Words in Tweet in G2:
[278] #personalizedmedicine
[63] more
[63] personalized
[49] medicine
[32] #precisionmedicine
[32] health
[29] cancer
[29] treatment
[27] #compounding
[24] #womenshealth

Top Words in Tweet in G3:
[1237] rafael52987
[1194] #digitalhealth
[1003] #datascience
[1000] #personalizedmedicine
[721] #machinelearning
[699] #dhpsp
[648] #meded
[626] #telemednow
[590] #smarthit
[589] #capchat

Top Words in Tweet in G4:
[105] #personalizedmedicine
[36] more
[31] medicine
[28] #genomics
[27] #healthcare
[25] #precisionmedicine
[24] #bioinformatics
[23] cancer
[22] research
[21] data

Top Words in Tweet in G5:
[66] #personalizedmedicine
[30] #cancer
[30] #precisiononcology
[29] #ai
[25] drug
[23] cancer
[23] co
[22] identify
[22] dr
[22] target

Top Words in Tweet in G6:
[87] #personalizedmedicine
[62] permedcoalition
[33] #
[31] pmc
[29] today
[28] patient
[25] medicine
[24] personalized
[22] more
[22] health

Top Words in Tweet in G7:
[52] journalofnucmed
[35] psma
[32] #prostatecancer
[32] snm_mi
[32] therapy
[30] imaging
[30] dosimetry
[26] radiopharmaceutical
[26] role
[25] metastatic

Top Words in Tweet in G8:
[39] #personalizedmedicine
[14] #tumorboardtuesday
[13] drug
[13] personalized
[12] #bcsm
[12] maryam_lustberg
[11] development
[10] patients
[10] kred
[9] #precisionmedicine

Top Words in Tweet in G9:
[74] #personalizedmedicine
[32] #asthma
[22] data
[19] co
[19] egaarchive
[18] arcadinavarro
[17] #copd
[17] #pneumology
[17] #healthcare
[17] #lung

Top Words in Tweet in G10:
[36] #personalizedmedicine
[27] store
[27] big
[27] things
[27] science
[27] 2023
[27] predictions
[27] ahead
[27] year
[26] stephenquake

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[853] #digitalhealth,#personalizedmedicine
[624] #meded,#telemednow
[581] #smarthit,#imagingai
[580] #healthcareai,#smarthit
[571] #globalhealth,#meded
[565] #machinelearning,#globalhealth
[554] #artificialintelligence,#machinelearning
[547] #telemednow,#capchat
[533] #imagingai,#artificialintelligence
[518] publichealthbot,#publichealth

Top Word Pairs in Tweet in G1:
[77] #personalizedmedicine,call
[54] visit,website
[52] #genetics,#genomics
[49] #genomics,#genetictesting
[47] #personalizedmedicine,#hyderabad
[43] #internalmedicine,#personalizedmedicine
[43] #genetictesting,#genometesting
[42] #precisionmedicine,#internalmedicine
[42] #genometesting,#pharmacogenomics
[40] call,today

Top Word Pairs in Tweet in G2:
[32] personalized,medicine
[24] #custommedications,#personalizedmedicine
[22] #compounding,#custommedications
[17] #hormonereplacement,#compounding
[16] learn,more
[14] #precisionmedicine,#personalizedmedicine
[13] #compoundingpharmacy,#wellness
[13] #hormonereplacementtherapy,#hormonereplacement
[12] #perimenopause,#premenopause
[12] #postmenopause,#perimenopause

Top Word Pairs in Tweet in G3:
[842] #digitalhealth,#personalizedmedicine
[614] #meded,#telemednow
[571] #healthcareai,#smarthit
[570] #smarthit,#imagingai
[560] #globalhealth,#meded
[553] #machinelearning,#globalhealth
[541] #artificialintelligence,#machinelearning
[538] #telemednow,#capchat
[522] #imagingai,#artificialintelligence
[513] publichealthbot,#publichealth

Top Word Pairs in Tweet in G4:
[17] read,more
[14] precision,medicine
[12] #personalizedmedicine,#precisionmedicine
[9] learn,more
[8] personalized,medicine
[8] research,using
[8] #healthcare,#medicine
[7] bladder,cancer
[7] monitoring,bladder
[7] team's,research

Top Word Pairs in Tweet in G5:
[22] drug,target
[16] #cancer,#biomarker
[16] #ai,#multiomics
[16] #multiomics,identify
[16] #biomarker,drug
[16] target,tweetycami
[16] psychtoday,co
[16] identify,#cancer
[16] tweetycami,psychtoday
[15] enilev,#ai

Top Word Pairs in Tweet in G6:
[23] personalized,medicine
[11] medicine,today
[10] #precisionhealth,forward
[10] permedcoalition,conference
[10] move,#personalizedmedicine
[10] conference,discussed
[10] pmc,today
[10] discussed,needed
[10] health,care
[10] #personalizedmedicine,#precisionhealth

Top Word Pairs in Tweet in G7:
[30] psma,imaging
[25] role,psma
[25] drmhofman,elila74
[25] #prostatecancer,profkherrmann
[25] profkherrmann,drmhofman
[25] metastatic,#prostatecancer
[25] imaging,metastatic
[25] elila74,stefanofanti4
[24] journalofnucmed,role
[15] radiopharmaceutical,therapy

Top Word Pairs in Tweet in G8:
[10] drug,development
[7] steps,share
[7] nicolekuderer,stoverlab
[7] ptarantinomd,hoperugo
[7] ai,next
[7] multimodal,biomedical
[7] tumorboardtues,dr_rshatsky
[7] favour,#personalizedmedicine
[7] biomedical,ai
[7] health,info

Top Word Pairs in Tweet in G9:
[17] #copd,#lung
[17] #asthma,#copd
[17] #lung,#pneumology
[14] #pneumology,#breath
[14] #breath,#healthcare
[13] #allergology,#personalizedmedicine
[13] #personalizedmedicine,#rarediseases
[13] #healthcare,#asthma
[13] #asthma,#allergology
[11] arcadinavarro,crgenomica

Top Word Pairs in Tweet in G10:
[27] year,ahead
[27] things,store
[27] ahead,#personalizedmedicine
[27] science,year
[27] 2023,predictions
[27] big,things
[27] store,2023
[27] predictions,science
[26] stephenquake,big
[7] dna,test

Top Replied-To
Top Replied-To in Entire Graph:
@hpe
@publichealthbot
@cubiomedinfo
@esvyda
@stefaniaarciell
@johnebbenmdphd
@versusarthritis
@elonmusk
@medical_xpress

Top Replied-To in G1:
@esvyda
@mgeanta
@ctibiotech
@galienfdn
@hlthcaresumm

Top Replied-To in G3:
@publichealthbot
@stefaniaarciell
@talentodigcol
@inpst
@www_healthecon

Top Replied-To in G4:
@ampelbio

Top Replied-To in G5:
@versusarthritis
@iskander
@moderna_tx
@dr_r_kurzrock

Top Replied-To in G6:
@allofusresearch
@doningber

Top Replied-To in G7:
@nbcla
@nbcwashington

Top Replied-To in G8:
@johnebbenmdphd
@drchoueiri
@maryam_lustberg
@tumorboardtues

Top Replied-To in G9:
@andreawoo
@crgenomica

Top Replied-To in G10:
@luannnguyen0
@nki_nl

Top Mentioned
Top Mentioned in Entire Graph:
@rafael52987
@publichealthbot
@sciencecommuni2
@rajeevksingla
@harvinder_garg
@_atanas_
@livescience_t
@stefaniaarciell
@gil_bashe

Top Mentioned in G1:
@medtansformcen
@rafael52987
@genepowerx
@eranet_permed
@isttumori
@esvyda
@sid_healthcare
@joel_mesot
@latonenleena
@atgc_life

Top Mentioned in G2:
@retirefund
@technavio
@herbertilich
@dx_rx_institute
@myhealthyg1
@wadie_skaf

Top Mentioned in G3:
@rafael52987
@publichealthbot
@sciencecommuni2
@rajeevksingla
@harvinder_garg
@_atanas_
@livescience_t
@stefaniaarciell
@gil_bashe

Top Mentioned in G4:
@uva
@ampelbio
@amrieampel
@cseminfo
@iob_ch
@labs_santos
@proteomasss
@dr_nael
@genespectrum
@gajanans7

Top Mentioned in G5:
@tweetycami
@pregenerate_inc
@liaonet
@psychtoday
@enilev
@drdavidacox
@javlemilind
@mdandersonnews
@greatdebatescme
@_solti

Top Mentioned in G6:
@permedcoalition
@allofusresearch
@personalizedmed
@dramyabernethy
@jameslillard1
@dcpatient
@harvardmed
@drsidmukherjee
@michaelpellini

Top Mentioned in G7:
@journalofnucmed
@snm_mi
@profkherrmann
@drmhofman
@elila74
@stefanofanti4
@nbc10boston
@yaleradiology
@yalecancer
@curefestusa

Top Mentioned in G8:
@maryam_lustberg
@janicetnbcmets
@dr_rshatsky
@ptarantinomd
@hoperugo
@nicolekuderer
@stoverlab
@oncoalert
@cdanicas
@jasminesukumar

Top Mentioned in G9:
@arcadinavarro
@egaarchive
@crgenomica
@afismlunghealth
@the_prbb
@chris_wigley
@helmholtz_ciim
@heidirehm
@b1mg_project
@monimunozto

Top Mentioned in G10:
@stephenquake
@hartwigmedical
@kwf_nl
@nki_nl
@fd_nieuws
@hetavl
@icgc_dcc
@oncodeinstitute
@umcugenetica
@joostboormans

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@botraj1
@o_fabriciosouza
@sudeepkhatri
@animesh1977
@dataaugmented
@pimmaiden
@timesofindia
@education_24x7
@johnapp63499667

Top Tweeters in G1:
@kimvie
@pyscalellc
@manzanillamiel5
@technojeder
@venturebeat
@toothdoc3
@precisionmedbot
@startupnewsind
@runelinding
@prasadkpatanka1

Top Tweeters in G2:
@ensregistry
@braincures
@usnehal
@_is_a_trickster
@tacitwr
@retirefund
@achvoice
@drtechnoluis
@silkelefay
@roboticsainews

Top Tweeters in G3:
@chidambara09
@botraj1
@o_fabriciosouza
@dataaugmented
@timesofindia
@godfrey_g_
@serverlessfan
@ricardo_ik_ahau
@jobsviatweet
@ecuabot

Top Tweeters in G4:
@b0tsci
@xthebigdatabotx
@compchembiobot
@bookrecommende7
@binfotrends
@workingbnb
@cbs19news
@beautybubble
@persistence_mkt
@cioconnection

Top Tweeters in G5:
@animesh1977
@nicochan33
@wsj
@rldi_lamy
@spirosmargaris
@eastvillagetwt
@fabriziobustama
@pettet50
@jeancayeux
@pharminews

Top Tweeters in G6:
@calzole
@diezmikel_
@worldunivandsch
@harvard
@asbmb
@ourwaroncancer
@harbinbook
@still_ang
@theopenband
@aacr

Top Tweeters in G7:
@nbcla
@nbcwashington
@maxinepatterson
@ppoheisenberg
@nbc10boston
@immunonucmed
@danafarber
@aleneziahmed1
@alokdoctor
@lymphomaaction

Top Tweeters in G8:
@caring_mobile
@adry1bc
@eli_krumova
@liz_oriordan
@oncoalert
@nature
@smaksked
@genbio
@kred
@erictopol

Top Tweeters in G9:
@pimmaiden
@estelcooper
@copd_research
@jec79
@eventcentralme
@grumpybaldprof
@py_smart_bot
@alfons_valencia
@andreawoo
@deutsche_songs

Top Tweeters in G10:
@fd_nieuws
@cicciopuz
@oneworldschool1
@sir_oluwasegun
@kwf_nl
@threadfeeder
@petrovadmitri
@joseph_desimone
@hetavl
@_diegobalboa_