personalizedmedicine, Twitter, 2/10/2023 3:30:23 AM, 289043


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personalizedmedicine_2023-02-09_19-20-06.xlsx
personalizedmedicine_2023-02-09_19-20-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 10, 2023
Short Description:
personalizedmedicine via NodeXL https://bit.ly/3RMnaJC
@precisionmedbot
@rafael52987
@permedcoalition
@binfotrends
@snm_mi
@journalbio
@hartwigmedical
@maryam_lustberg
@cancerlinks
@journalofnucmed

Top hashtags:
#personalizedmedicine
#digitalhealth
#datascience

Description:
Description
The graph represents a network of 2,455 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 2/9/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 10 February 2023 at 03:26 UTC.

The tweets in the network were tweeted over the 1319-day, 23-hour, 42-minute period from Sunday, 30 June 2019 at 18:16 UTC to Thursday, 09 February 2023 at 17:59 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 : 2455
Unique Edges : 1949
Edges With Duplicates : 11560
Total Edges : 13509
Number of Edge Types : 9
Retweet : 3015
MentionsInRetweet : 4851
Tweet : 936
Quote : 665
Mentions : 1636
MentionsInQuote : 1943
MentionsInReplyTo : 276
Replies to : 184
MentionsInQuoteReply : 3
Self-Loops : 2780
Reciprocated Vertex Pair Ratio : 0.0645894190197988
Reciprocated Edge Ratio : 0.121341463414634
Connected Components : 359
Single-Vertex Connected Components : 174
Maximum Vertices in a Connected Component : 1597
Maximum Edges in a Connected Component : 12047
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.233882
Graph Density : 0.000544437196347623
Modularity : 0.233139
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,455 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 2/9/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 10 February 2023 at 03:26 UTC.

The tweets in the network were tweeted over the 1319-day, 23-hour, 42-minute period from Sunday, 30 June 2019 at 18:16 UTC to Thursday, 09 February 2023 at 17:59 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:
[146] 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
[22] https://doi.org/10.2967/jnumed.122.264207
[17] https://www.psychologytoday.com/za/blog/the-future-brain/202212/ai-and-multiomics-identify-cancer-biomarker-and-drug-target
[17] https://pmandthepatient.org/
[17] https://aipocrates.org/2022/09/04/como-construir-un-departamento-de-inteligencia-artificial-clinica/
[14] https://aipocrates.org/2023/01/15/hablemos-de-bioimpresion-en-3d/
[14] https://aipocrates.org/2022/08/28/ia-peer-review/
[13] https://doi.org/10.2967/jnumed.121.262305
[12] http://www.snmmi.org/NewsPublications/NewsDetail.aspx?ItemNumber=41881

Top URLs in Tweet in G1:
[146] https://medicaltransformationcenter.com/personalized-medicine/
[5] https://werkenbijumcg.nl/-/vacatures/post-doctoral-scientist-position-clinical-trials-and-personalized-medicine/10419-02s0007kzp
[5] https://www.coriell.com/patients-caregivers/
[4] https://twitter.com/GenepoweRx/status/1548987247466520578/photo/1
[4] https://twitter.com/GenepoweRx/status/1597535791814627328/photo/1
[4] https://twitter.com/KSSTA/status/1558734954946764801/photo/1
[4] https://twitter.com/CanEmbGermany/status/1585615456374853633/photo/1
[3] https://twitter.com/GenepoweRx/status/1585552883231395840/photo/1
[3] https://twitter.com/GenepoweRx/status/1597824214341341190/photo/1
[3] https://twitter.com/KSSTA/status/1556172740054470656/photo/1

Top URLs in Tweet in G2:
[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/2022/12/25/aipocrates-migrando-de-la-v2-022-a-la-v2-023/
[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/
[4] https://twitter.com/rafael52987/status/1575111234877128705
[3] https://twitter.com/rafael52987/status/1578746175863197696

Top URLs in Tweet in G3:
[4] https://twitter.com/FutureNewsAI/status/1607315950755250178/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://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
[2] https://www.drseq.com/

Top URLs in Tweet in G4:
[5] https://www.marketsandmarkets.com/Market-Reports/metabolomics-technology-market-900.html
[3] https://www.alliedmarketresearch.com/request-sample/2048?utm_source=Twitter&utm_medium=Post&utm_campaign=Ashwini+Rajvaidya&utm_id=15300
[3] https://meet.zoho.com/lWEK1rwPMC
[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
[2] https://usmsystems.com/ai-in-pharma-and-biomedicine/
[2] https://datamatters.org/
[2] https://www.healthcaretriangle.com/3-ways-a-neutral-zone-could-propel-personalized-medicine-real-time-example-of-data-collaboration-from-roche/?utm_source=SM&utm_medium=SM&utm_campaign=Neutral+Zone+-+Roche+Blog
[2] https://licensing.research.gatech.edu/technology/microfluidic-platform-high-density-cell-delivery
[2] https://www.marketsandmarkets.com/Market-Reports/asia-pacific-single-cell-analysis-market-257201069.html
[2] https://www.marketsandmarkets.com/Market-Reports/in-vivo-toxicology-testing-market-105308811.html

Top URLs in Tweet in G5:
[20] https://doi.org/10.2967/jnumed.122.264207
[13] https://doi.org/10.2967/jnumed.121.262305
[12] http://www.snmmi.org/NewsPublications/NewsDetail.aspx?ItemNumber=41881
[1] https://doi.org/10.2967/jnumed.122.264567
[1] https://doi.org/10.2967/jnumed.122.264835
[1] https://twitter.com/JournalofNucMed/status/1544320775624314884/photo/1
[1] https://twitter.com/JournalofNucMed/status/1579834886231588866/photo/1
[1] https://doi.org/10.2967/jnumed.122.264394
[1] https://doi.org/10.2967/jnumed.122.264832
[1] https://twitter.com/JournalofNucMed/status/1595070237099323392/photo/1

Top URLs in Tweet in G6:
[15] https://pmandthepatient.org/
[8] 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
[3] https://fishawack.com/news/6-trends-shaping-the-future-of-personalized-medicine?utm_source=linkedin&utm_medium=social
[2] https://www.asbmb.org/meetings-events/dei-in-precision-medicine
[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://labopp.org/podcast/#:~:text=Contact-,Email,-Comments
[2] https://fishawack.com/news/understanding-the-evolving-car-t-market
[2] https://fishawack.com/news/in-the-precision-medicine-era-the-line-between-products-and-services-is-blurred

Top URLs in Tweet in G7:
[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/
[6] https://www.psychologytoday.com/us/blog/the-future-brain/202212/ai-and-multiomics-identify-cancer-biomarker-and-drug-target
[3] https://www.empiricancer.com/e-slice
[3] https://twitter.com/joana_ut/status/1586593289419083777
[2] https://twitter.com/enilev/status/1599256933281583104/photo/1
[2] https://www.nfcr.org/2022-achievements/
[1] https://twitter.com/tweetycami/status/1599212067789361152/photo/1
[1] https://twitter.com/GesundAi/status/1605909924386439168
[1] https://www.webwire.com/ViewPressRel.asp?aId=298316

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://ascopubs.org/doi/abs/10.1200/JCO.22.01063
[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
[1] https://twitter.com/DrChoueiri/status/1567807435028500482/photo/1
[1] https://twitter.com/EricTopol/status/1576244552934912000
[1] https://twitter.com/Nature/status/1549411527110926340

Top URLs in Tweet in G9:
[3] https://twitter.com/jbelliz/status/1569651440158932992/photo/1
[2] https://twitter.com/ECSA_HC/status/1622492579844571136/photo/1
[1] https://www.euafrica-permed.eu/wp-content/uploads/2022/08/Press-Release-Kenya-Workshop-080822.pdf
[1] https://twitter.com/aphrc/status/1558086391678001153/photo/1
[1] https://us02web.zoom.us/webinar/register/WN_lOS_h2IwSF20aTokXKxybw
[1] https://twitter.com/aphrc/status/1587374656931102720/photo/1
[1] https://twitter.com/EU_AfricaPerMed/status/1562410356319965185/photo/1
[1] https://twitter.com/EU_AfricaPerMed/status/1616583386684092417/photo/1
[1] https://twitter.com/ICPerMed/status/1577640374948052994
[1] https://www.mdpi.com/2075-4426/12/7/1177

Top URLs in Tweet in G10:
[1] https://twitter.com/MeltiadyIssa/status/1549887595009789953/photo/1
[1] https://doi.org/10.1158/2767-9764.CRC-21-0090
[1] https://twitter.com/AgnesBasseville/status/1553038594792734721/photo/1
[1] https://twitter.com/EtatdeVaud/status/1542429805341294593?s=20&t=Y269mYoP9nqGVkzlJ30HmQ
[1] https://www.vd.ch/toutes-les-actualites/communiques-de-presse/detail/communique/avancee-strategique-majeure-pour-le-developpement-des-sciences-de-la-vie-dans-le-canton-de-vaud-1656
[1] https://pmo.unibas.ch/
[1] https://twitter.com/ISBSIB/status/1551445347947483141/photo/1
[1] https://twitter.com/ITN_TIPAT/status/1543929344652984321/photo/1
[1] https://twitter.com/ITN_TIPAT/status/1564871135287705601/photo/1
[1] https://twitter.com/ITN_TIPAT/status/1564652128534142976/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1697] twitter.com
[146] medicaltransformationcenter.com
[133] nih.gov
[120] aipocrates.org
[102] healthtechdigital.com
[45] linkedin.com
[44] doi.org
[41] medcitynews.com
[32] nature.com
[32] youtube.com

Top Domains in Tweet in G1:
[241] twitter.com
[146] medicaltransformationcenter.com
[18] genepowerx.com
[7] coriell.com
[5] live100.life
[5] werkenbijumcg.nl
[5] physiq.com
[4] personalizemymedicine.com
[3] youtube.com
[3] apple.com

Top Domains in Tweet in G2:
[671] twitter.com
[124] nih.gov
[119] aipocrates.org
[102] healthtechdigital.com
[34] medcitynews.com
[10] medigy.com
[9] sciencedirect.com
[8] healthitanalytics.com
[5] linkedin.com
[4] youtube.com

Top Domains in Tweet in G3:
[141] twitter.com
[21] linkedin.com
[11] nature.com
[5] learn-more.com
[4] prnewswire.com
[4] sciencedirect.com
[3] xtalks.com
[3] apnews.com
[3] scholarsconferences.com
[3] alliedacademies.org

Top Domains in Tweet in G4:
[78] twitter.com
[15] marketsandmarkets.com
[10] hartwigmedicalfoundation.nl
[4] nokia.com
[3] alliedmarketresearch.com
[3] zoho.com
[3] healthcaretriangle.com
[3] gatech.edu
[3] m2gen.com
[3] linkedin.com

Top Domains in Tweet in G5:
[37] doi.org
[14] snmmi.org
[13] twitter.com
[2] bit.ly
[2] youtube.com
[1] brainstormsummit.com
[1] paper.li

Top Domains in Tweet in G6:
[47] twitter.com
[21] pmandthepatient.org
[15] fishawack.com
[7] 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:
[21] psychologytoday.com
[21] twitter.com
[8] gruposolti.org
[5] nfcr.org
[4] empiricancer.com
[2] mdpi.com
[2] wsj.com
[1] webwire.com
[1] thescientistschannel.com
[1] innovationmap.com

Top Domains in Tweet in G8:
[18] twitter.com
[5] nature.com
[2] genengnews.com
[1] ascopubs.org
[1] science.org
[1] mayoclinic.org

Top Domains in Tweet in G9:
[26] twitter.com
[2] mdpi.com
[2] youtube.com
[2] permit-eu.org
[2] eulac-permed.eu
[2] ow.ly
[1] euafrica-permed.eu
[1] zoom.us
[1] icpermed.eu
[1] bit.ly

Top Domains in Tweet in G10:
[12] twitter.com
[2] marketsandmarkets.com
[1] doi.org
[1] vd.ch
[1] unibas.ch
[1] ung.si

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2950] personalizedmedicine
[1385] digitalhealth
[1191] datascience
[760] dhpsp
[752] machinelearning
[695] meded
[678] inpst
[665] telemednow
[645] publichealth
[623] patientsafety



Top Hashtags in Tweet in G1:
[452] personalizedmedicine
[67] genomics
[50] transformlouisville
[49] precisionmedicine
[47] genetics
[42] genetictesting
[40] hyderabad
[39] pharmacogenomics
[37] genometesting
[35] ai

Top Hashtags in Tweet in G2:
[1331] digitalhealth
[1169] datascience
[1138] personalizedmedicine
[755] dhpsp
[713] machinelearning
[679] meded
[678] inpst
[655] telemednow
[634] publichealth
[596] patientsafety

Top Hashtags in Tweet in G3:
[260] personalizedmedicine
[40] precisionmedicine
[26] compounding
[23] custommedications
[23] womenshealth
[22] medicine
[21] wellness
[19] compoundingpharmacy
[18] hormonereplacement
[13] healthcare

Top Hashtags in Tweet in G4:
[123] personalizedmedicine
[26] bioinformatics
[23] genomics
[20] keynotespeakers
[18] escs2022
[18] machinelearning
[18] healthcare
[15] drugdiscovery
[15] cancer
[12] multiomics

Top Hashtags in Tweet in G5:
[36] personalizedmedicine
[32] prostatecancer
[18] snmmi
[15] nuclearmedicine
[4] teamwork
[3] nucmed
[3] rptherapy
[3] brainstormsummit
[3] medicine
[3] theranostics

Top Hashtags in Tweet in G6:
[96] personalizedmedicine
[17] precisionmedicine
[10] precisionhealth
[10] fishawackhealth
[9] fh
[7] pmc
[3] covid19
[3] pmandthepatient
[3] innovation
[3] researches

Top Hashtags in Tweet in G7:
[41] personalizedmedicine
[31] cancer
[27] ai
[26] precisiononcology
[18] multiomics
[16] biomarker
[7] cancerresearch
[7] cholangiocarcinoma
[7] gdugi2022
[7] research

Top Hashtags in Tweet in G8:
[33] personalizedmedicine
[14] tumorboardtuesday
[10] bcsm
[9] supponc
[6] precisionmedicine
[5] liquidbiopsy
[3] genomics
[3] bioinformatics
[3] tox
[2] ngs

Top Hashtags in Tweet in G9:
[23] personalizedmedicine
[11] breastcancer
[8] ai
[6] personalisedmedicine
[6] pharmanagen
[6] sinoeupermed
[4] icpermed
[4] histopathology
[2] icpermedfamily
[2] permitproject

Top Hashtags in Tweet in G10:
[14] tipat
[13] personalizedmedicine
[9] mayomgr
[9] visitingprofessor
[7] amr
[5] oncology
[3] idtwitter
[3] biosb2022
[2] antibiotics
[2] msca

Top Words
Top Words in Tweet in Entire Graph:
[2923] #personalizedmedicine
[1385] #digitalhealth
[1354] rafael52987
[1201] #datascience
[760] #dhpsp
[752] #machinelearning
[695] #meded
[678] #inpst
[665] #telemednow
[655] #publichealth

Top Words in Tweet in G1:
[452] #personalizedmedicine
[134] more
[127] call
[79] find
[69] health
[67] #genomics
[65] website
[64] visit
[58] today
[58] medtansformcen

Top Words in Tweet in G2:
[1331] #digitalhealth
[1317] rafael52987
[1179] #datascience
[1138] #personalizedmedicine
[755] #dhpsp
[713] #machinelearning
[679] #meded
[678] #inpst
[655] #telemednow
[644] #publichealth

Top Words in Tweet in G3:
[260] #personalizedmedicine
[57] personalized
[47] more
[46] data
[43] medicine
[40] #precisionmedicine
[31] genetic
[31] research
[26] #compounding
[25] disease

Top Words in Tweet in G4:
[123] #personalizedmedicine
[46] data
[44] more
[26] read
[26] #bioinformatics
[23] #genomics
[23] research
[21] personalized
[20] anaconesa
[20] #keynotespeakers

Top Words in Tweet in G5:
[69] journalofnucmed
[36] #personalizedmedicine
[35] psma
[32] snm_mi
[32] #prostatecancer
[31] therapy
[30] imaging
[29] dosimetry
[26] role
[25] radiopharmaceutical

Top Words in Tweet in G6:
[96] #personalizedmedicine
[65] permedcoalition
[34] pmc
[33] #
[32] today
[29] patient
[28] more
[26] health
[25] medicine
[25] patients

Top Words in Tweet in G7:
[41] #personalizedmedicine
[31] #cancer
[29] drug
[27] #ai
[26] #precisiononcology
[22] target
[22] identify
[21] tweetycami
[18] co
[18] #multiomics

Top Words in Tweet in G8:
[33] #personalizedmedicine
[14] #tumorboardtuesday
[12] maryam_lustberg
[10] #bcsm
[9] #supponc
[8] share
[8] care
[8] ptarantinomd
[8] health
[8] tumorboardtues

Top Words in Tweet in G9:
[25] medicine
[23] #personalizedmedicine
[21] webinar
[21] personalized
[20] project
[18] research
[16] africa
[14] join
[13] share
[12] based

Top Words in Tweet in G10:
[15] therapy
[14] #tipat
[13] today
[13] #personalizedmedicine
[12] early
[9] itn_tipat
[9] #visitingprofessor
[9] oral
[9] parhamsendi
[9] iv

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[975] #digitalhealth,#personalizedmedicine
[653] #meded,#telemednow
[630] #datascience,#digitalhealth
[622] #publichealth,#datascience
[616] #personalizedmedicine,#patientsafety
[610] publichealthbot,#publichealth
[572] #smarthit,#imagingai
[571] #healthcareai,#smarthit
[559] #globalhealth,#meded
[557] #machinelearning,#globalhealth

Top Word Pairs in Tweet in G1:
[90] #personalizedmedicine,call
[62] visit,website
[47] call,today
[40] #genetics,#genomics
[39] #personalizedmedicine,#hyderabad
[38] #genomics,#genetictesting
[32] more,#transformlouisville
[32] call,visit
[32] thinking,#personalizedmedicine
[32] #internalmedicine,#personalizedmedicine

Top Word Pairs in Tweet in G2:
[959] #digitalhealth,#personalizedmedicine
[643] #meded,#telemednow
[624] #datascience,#digitalhealth
[615] #publichealth,#datascience
[603] publichealthbot,#publichealth
[595] #personalizedmedicine,#patientsafety
[562] #healthcareai,#smarthit
[561] #smarthit,#imagingai
[548] #globalhealth,#meded
[545] #machinelearning,#globalhealth

Top Word Pairs in Tweet in G3:
[25] personalized,medicine
[23] #custommedications,#personalizedmedicine
[21] #compounding,#custommedications
[16] #hormonereplacement,#compounding
[14] understanding,disease
[14] vast,volumes
[14] disease,vast
[14] research,data
[14] advance,scientific
[14] scientific,understanding

Top Word Pairs in Tweet in G4:
[19] read,more
[16] symposium,anaconesa
[16] opening,symposium
[16] #escs2022,alfons_valencia
[16] confirmed,#keynotespeakers
[16] alfons_valencia,opening
[16] #keynotespeakers,#escs2022
[15] iscb_escs,confirmed
[15] anaconesa,closi
[12] learn,more

Top Word Pairs in Tweet in G5:
[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
[20] promising,theranostic

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

Top Word Pairs in Tweet in G7:
[22] drug,target
[16] psychtoday,co
[16] identify,#cancer
[16] #ai,#multiomics
[16] #biomarker,drug
[16] tweetycami,psychtoday
[16] #multiomics,identify
[16] #cancer,#biomarker
[16] target,tweetycami
[15] enilev,#ai

Top Word Pairs in Tweet in G8:
[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
[7] share,relevant

Top Word Pairs in Tweet in G9:
[21] personalized,medicine
[10] opportunities,challenges
[10] abcap,project
[10] webinar,share
[10] experiences,discuss
[10] discuss,opportunities
[10] nov,23
[10] 23,webinar
[10] join,nov
[10] share,experiences

Top Word Pairs in Tweet in G10:
[9] switch,iv
[9] #mayomgr,today
[9] parhamsendi,early
[9] iv,oral
[9] #visitingprofessor,parhamsendi
[9] oral,antibiotic
[9] antibiotic,therapy
[9] early,switch
[9] today,#visitingprofessor
[8] summer,school

Top Replied-To
Top Replied-To in Entire Graph:
@hpe
@publichealthbot
@cubiomedinfo
@stefaniaarciell
@johnebbenmdphd
@esvyda
@hlthcaresumm
@peterdiamandis
@drsimonegold

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

Top Replied-To in G2:
@publichealthbot
@stefaniaarciell
@_inpst
@talentodigcol
@inpst
@versusarthritis
@www_healthecon

Top Replied-To in G4:
@iscb_scs
@luannnguyen0
@nki_nl
@ampelbio
@andreawoo
@crgenomica

Top Replied-To in G5:
@nbcwashington
@nbcla

Top Replied-To in G6:
@allofusresearch
@doningber

Top Replied-To in G7:
@iskander
@moderna_tx
@dr_r_kurzrock

Top Replied-To in G8:
@johnebbenmdphd
@ptarantinomd
@silke4senate
@drchoueiri
@maryam_lustberg
@tumorboardtues

Top Replied-To in G10:
@etatdevaud
@cathi_meyer

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

Top Mentioned in G1:
@medtansformcen
@rafael52987
@genepowerx
@sid_healthcare
@isttumori
@publichealthbot
@joel_mesot
@atgc_life
@insilicotrials
@esvyda

Top Mentioned in G2:
@rafael52987
@publichealthbot
@sciencecommuni2
@rajeevksingla
@harvinder_garg
@_atanas_
@livescience_t
@gil_bashe
@stefaniaarciell

Top Mentioned in G3:
@technavio
@herbertilich
@dx_rx_institute
@myhealthyg1

Top Mentioned in G4:
@alfons_valencia
@anaconesa
@iscb_escs
@hartwigmedical
@arcadinavarro
@egaarchive
@crgenomica
@uva
@the_prbb
@ampelbio

Top Mentioned in G5:
@journalofnucmed
@snm_mi
@profkherrmann
@drmhofman
@elila74
@stefanofanti4
@nbc10boston
@yaleradiology
@yalecancer
@curefestusa

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

Top Mentioned in G7:
@tweetycami
@psychtoday
@enilev
@empiricancer
@javlemilind
@mdandersonnews
@greatdebatescme
@_solti
@cathyengmd
@wsj

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

Top Mentioned in G9:
@eranet_permed
@aphrc
@ecsa_hc
@godfreysama
@latonenleena
@eu_africapermed
@jbelliz
@aahci
@icpermed
@eulacpermed

Top Mentioned in G10:
@parhamsendi
@itn_tipat
@meltiadyissa
@uu_university
@agnesbasseville
@isbsib
@mscactions
@unispitalbasel
@chuvlausanne
@cathi_meyer

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersecurityn8
@botraj1
@o_fabriciosouza
@sudeepkhatri
@dataaugmented
@animesh1977
@timesofindia
@education_24x7

Top Tweeters in G1:
@kimvie
@pyscalellc
@fastcompany
@technojeder
@venturebeat
@toothdoc3
@precisionmedbot
@startupnewsind
@runelinding
@jordanschachtel

Top Tweeters in G2:
@sectest9
@chidambara09
@cybersecurityn8
@botraj1
@o_fabriciosouza
@dataaugmented
@timesofindia
@godfrey_g_
@opensource_orgs
@serverlessfan

Top Tweeters in G3:
@ensregistry
@braincures
@usnehal
@_is_a_trickster
@achvoice
@drtechnoluis
@silkelefay
@roboticsainews
@philippejb_pjb
@johnsharp

Top Tweeters in G4:
@thecuriousluke
@b0tsci
@fd_nieuws
@compchembiobot
@bookrecommende7
@binfotrends
@cbs19news
@grumpybaldprof
@unc
@alfons_valencia

Top Tweeters in G5:
@nbcla
@nbcwashington
@maxinepatterson
@ppoheisenberg
@nbc10boston
@immunonucmed
@danafarber
@aleneziahmed1
@alokdoctor
@envywithnyang

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

Top Tweeters in G7:
@animesh1977
@nicochan33
@wsj
@rldi_lamy
@spirosmargaris
@fabriziobustama
@pettet50
@jeancayeux
@ramonaeid
@itsmuzza2004

Top Tweeters in G8:
@adry1bc
@liz_oriordan
@oncoalert
@nature
@genbio
@erictopol
@nicolekuderer
@ll924
@drchoueiri
@mayocancercare

Top Tweeters in G9:
@lugwaja
@tomvarghesejr
@manzanillamiel5
@ckyobutungi
@armeladi
@michaelaludogbu
@aphrc
@suomenakatemia
@_simpson_ke
@dsigovza

Top Tweeters in G10:
@on_alergias
@healthdevice
@carga_viral
@antibioticsbot
@neb_antib_news
@laliguecancer
@mscactions
@unibern
@unil
@hifza_ahmed