personalizedmedicine, Twitter, 1/21/2022 3:51:05 AM, 270399


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personalizedmedicine_2022-01-20_19-43-00.xlsx
personalizedmedicine_2022-01-20_19-43-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 21, 2022
Short Description:
personalizedmedicine via NodeXL https://bit.ly/3FR7VaK
@dnaed_tech
@insightrx
@pmedcast
@irmaraste
@journalbio
@permedcoalition
@sciforhealth
@compchembiobot
@royalvoxpost
@hephaistos_ai

Top hashtags:
#personalizedmedicine
#precisionmedicine
#ai
#healthcare

Description:
Description
The graph represents a network of 1,610 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, 21 January 2022 at 03:46 UTC.

The requested start date was Friday, 21 January 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 110-day, 13-hour, 35-minute period from Friday, 01 October 2021 at 08:37 UTC to Wednesday, 19 January 2022 at 22:12 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 : 1610
Unique Edges : 1285
Edges With Duplicates : 2921
Total Edges : 4206
Number of Edge Types : 5
Retweet : 1197
MentionsInRetweet : 1870
Mentions : 636
Tweet : 476
Replies to : 27
Self-Loops : 548
Reciprocated Vertex Pair Ratio : 0.0515717092337918
Reciprocated Edge Ratio : 0.0980850070060719
Connected Components : 261
Single-Vertex Connected Components : 117
Maximum Vertices in a Connected Component : 606
Maximum Edges in a Connected Component : 2201
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.862885
Graph Density : 0.000826484564696254
Modularity : 0.493925
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,610 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, 21 January 2022 at 03:46 UTC.

The requested start date was Friday, 21 January 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 110-day, 13-hour, 35-minute period from Friday, 01 October 2021 at 08:37 UTC to Wednesday, 19 January 2022 at 22:12 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:
[58] https://medicaltransformationcenter.com/personalized-medicine/
[46] https://www.ecseq.com/blog/2020/Automate-your-Twist-Human-Core-Exome-Kit-Data-Analysis-with-the-Seamless-NGS-Platform?utm_source=Twitter&utm_medium=Tweet&utm_campaign=Twist_Twitter_Promo
[19] https://scienceforhealth.eu
[12] http://www.rebootcommunications.com/event/health2021
[11] https://aipocrates.org/2021/10/24/academia-y-futbol/
[9] https://www.marketsandmarkets.com/Market-Reports/single-cell-analysis-market-171955254.html
[9] https://doi.org/10.1038/s41436-021-01249-z
[5] https://ccforum.biomedcentral.com/articles/10.1186/s13054-021-03822-z
[5] https://www.biobanking.com/artificial-intelligence-the-new-age-of-biobanking-and-medical-research/
[5] https://integratedconnects.com/

Top URLs in Tweet in G1:
[3] https://www.youtube.com/watch?v=SAaqBgNa0K4&t=16s

[2] https://www.frontiersin.org/articles/10.3389/fnins.2021.831193/full
[1] https://www.the-yuan.com/177/Demystifying-the-Human-Microbiome-Using-AI.html

Top URLs in Tweet in G2:
[46] https://www.ecseq.com/blog/2020/Automate-your-Twist-Human-Core-Exome-Kit-Data-Analysis-with-the-Seamless-NGS-Platform?utm_source=Twitter&utm_medium=Tweet&utm_campaign=Twist_Twitter_Promo
[12] http://www.rebootcommunications.com/event/health2021
[2] https://www.clinicalomics.com/topics/precision-medicine-topic/new-biosensors-precisely-monitor-drug-levels-in-serum/
[2] https://www.drugdiscoverytrends.com/the-role-of-the-democratized-research-network-in-optimizing-precision-dosing/
[2] https://projectpace.eu/do-new-privacy-laws-place-more-hurdles-on-the-path-to-precision-medicine/
[2] https://precision-medicine.magnusconferences.com/register
[2] https://stanfordmag.org/contents/the-measures-of-man
[1] https://www.healthcarefinancenews.com/video/dosages-can-be-tailored-individuals-safety-and-efficacy
[1] https://scitechdaily.com/measuring-cancer-cell-state-can-reveal-susceptibility-to-variety-of-cancer-drugs/
[1] https://www.darkdaily.com/2021/10/22/human-salivary-proteome-wiki-developed-at-university-of-buffalo-may-provide-biomarkers-for-new-diagnostic-tools-and-medical-laboratory-tests/

Top URLs in Tweet in G3:
[58] https://medicaltransformationcenter.com/personalized-medicine/
[3] https://www.contractpharma.com/contents/view_online-exclusives/2021-10-04/what-can-cell-gene-therapy-learn-from-bioprocessing/?widget=listSection
[3] https://healthadvicenow.net/what-exactly-is-personalized-medicine/
[2] https://thewisdomstudy.org/
[2] https://www.linkedin.com/slink?code=dXPcmRYr
[2] https://www.vydya.com/events/pharma-summit-2022-frankfurt-germany/
[2] https://www.haynesboone.com/news/press-releases/volumetric-acquisition#3DPrinting
[2] https://journals.lww.com/oncology-times/Fulltext/2021/11050/An_Assortment_of_Journal_Abstracts_to_Enhance.9.aspx
[2] https://crgconferences.com/precisionmedicine/
[2] https://answers.childrenshospital.org/personalized-drugs/

Top URLs in Tweet in G4:
[9] https://aipocrates.org/2021/10/24/academia-y-futbol/
[4] https://doi.org/10.1186/s12891-020-03741-0
[3] https://aipocrates.org/2021/12/19/retroceder-nunca-rendirse-jamas/
[3] https://renaissance.stonybrookmedicine.edu/medicine/research_seminars
[3] https://sapienbio.co.in/kras-mutations-in-breast-cancer-may-be-treatable/
[2] https://www.globaldata.com/globaldata-predicts-future-healthtech-unicorns/
[2] https://pubmed.ncbi.nlm.nih.gov/30808556/
[1] https://digitalpatientsafety.com/impacts-of-biomedical-hashtag-based-twitter-campaign-dhpsp-utilization-for-promotion-of-open-innovation-in-digital-health-patient-safety-and-personalized-medicine/
[1] https://aipocrates.org/2022/01/16/persiguiendo-un-ferrari-en-bicicleta/
[1] https://aipocrates.org/2021/10/17/no-todo-applica-en-salud/

Top URLs in Tweet in G5:
[1] https://blogs.3ds.com/perspectives/come-experience-the-virtual-twin-of-the-human-body-at-ces-2022/
[1] https://twitter.com/innovaccer/status/1450486913606033409
[1] https://tedxbeaconstreet.com/quin-house-2021/
[1] https://blogs.3ds.com/northamerica/top-tech-trends-fueling-advances-in-life-sciences-and-healthcare/
[1] https://blogs.3ds.com/northamerica/digital-solutions-for-cell-and-gene-therapy/
[1] https://twitter.com/irmaraste/status/1470617381714153472
[1] https://medicalxpress.com/news/2021-12-3d-medication-smartphone-screen.html
[1] https://www.raconteur.net/healthcare/personalised-medicine-future-healthcare/
[1] https://www.healthpopuli.com/2021/10/28/how-crossfit-and-23andme-are-moving-from-health-to-primary-care/
[1] https://www.mobihealthnews.com/news/personalized-medication-startup-genetika-scores-10m

Top URLs in Tweet in G6:
[8] https://www.marketsandmarkets.com/Market-Reports/single-cell-analysis-market-171955254.html
[4] https://www.pmedcast.com/2021/10/13/episode-031-advancing-precision-oncology-with-dr-gang-song/
[4] https://www.axionbiosystems.com/resources/publication/hyperexcitability-and-pharmacological-responsiveness-cortical-neurons-derived
[3] https://www.pmedcast.com/2021/08/11/ep029/
[3] https://www.linkedin.com/slink?code=gXKFMm8A
[2] https://www.pmedcast.com/2022/01/12/episode036-sepsis-ngs-with-philip-stevens/
[2] https://www.pmedcast.com/2021/09/01/ep30/
[2] https://www.pmedcast.com/2021/11/23/episode-033-decoding-liver-diseases-with-jack-omeara-and-dr-quin-wills/
[2] https://hupo2021.org/
[1] https://pubmed.ncbi.nlm.nih.gov/35005036/

Top URLs in Tweet in G7:
[19] https://scienceforhealth.eu
[5] https://ccforum.biomedcentral.com/articles/10.1186/s13054-021-03822-z
[4] https://www.biobanking.com/artificial-intelligence-the-new-age-of-biobanking-and-medical-research/
[3] https://scienceforhealth.eu/
[3] https://flandersbio.formstack.com/forms/registration_sfh2021
[3] https://medium.com/authority-magazine/the-future-is-now-gary-conkright-of-physiq-on-how-their-technological-innovation-will-shake-up-the-98171e793f6c
[2] https://www.linkedin.com/slink?code=ePgHWDc2
[2] https://healthitanalytics.com/news/limiting-bias-in-artificial-intelligence-tools-personalized-medicine
[2] https://healthitanalytics.com/news/advancing-personalized-medicine-for-ventricular-arrhythmias
[1] https://www.nature.com/articles/d41586-021-02691-4

Top URLs in Tweet in G8:
[3] https://www.mtan.org/
[2] https://www.statnews.com/2021/11/16/personalized-medicine-goes-far-beyond-genetics/
[2] https://www.healthinsight.ca/health-care-industry-news/participants-make-trials-possible/
[1] https://www.diaglobal.org/en/conference-listing/meetings/2021/12/diagnostics-and-personalized-medicine-conference?utm_source=Social&utm_medium=Social&utm_campaign=21015&utm_content=21015_Register_SSK
[1] http://www.personalizedmedicineconference.org/
[1] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzQ2MDE4Mg==
[1] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzQ2ODYxOA==
[1] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzUwMjIzNA==
[1] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzUxNzk4Mw==
[1] https://event.on24.com/eventRegistration/console/EventConsoleApollo.jsp?simulive=y&eventid=3299551&sessionid=1&username=&partnerref=&format=fhvideo1&mobile=&flashsupportedmobiledevice=&helpcenter=&key=3D003ACDFE6A60A6642608377215C49A&newConsole=true&nxChe=true&newTabCon=true&consoleEarEventConsole=false&text_language_id=en&playerwidth=748&playerheight=526&eventuserid=480509484&contenttype=A&mediametricsessionid=413863961&mediametricid=4624254&usercd=480509484&mode=launch

Top URLs in Tweet in G9:
[1] https://mailman.yale.edu/mailman/listinfo/roboticsjournalclub
[1] http://www.snmmi.org/NewsPublications/NewsDetail.aspx?ItemNumber=39568
[1] http://www.snmmi.org/NewsPublications/NewsDetail.aspx?ItemNumber=38750
[1] https://doi.org/10.2967/jnumed.121.263262
[1] https://jnm.snmjournals.org/content/early/2021/08/12/jnumed.121.262468

Top URLs in Tweet in G10:
[2] http://tipat.eu/activities/
[2] https://www.mdpi.com/2075-4426/11/11/1191
[1] https://www.mdpi.com/2075-4426/12/1/115
[1] https://www.meduniwien.ac.at/web/en/ueber-uns/news/news-im-jaenner-2022/speicheldruesenkarzinome-proteine-fuer-bessere-prognose-und-therapie-identifiziert/
[1] https://www.meduniwien.ac.at/web/ueber-uns/news/news-im-jaenner-2022/speicheldruesenkarzinome-proteine-fuer-bessere-prognose-und-therapie-identifiziert/
[1] https://cemm.at/news/n/first-worldwide-personalized-medicine-study-using-a-functional-test-demonstrates-clinical-feasibility-and-efficacy-of-individualized-therapy-in-leukemia-and-lymphoma-patients
[1] http://tipat.eu/womeninscience/
[1] http://tipat.eu/first-tipat-meeting-the-winter-school/
[1] https://www.mdpi.com/journal/jpm/special_issues/advances_cancer
[1] https://twitter.com/4oncommunity/status/1449027900271955999

Top Domains
Top Domains in Tweet in Entire Graph:
[58] medicaltransformationcenter.com
[47] twitter.com
[46] ecseq.com
[43] linkedin.com
[22] scienceforhealth.eu
[19] doi.org
[16] aipocrates.org
[15] pmedcast.com
[13] mdpi.com
[13] rebootcommunications.com

Top Domains in Tweet in G1:
[3] youtube.com
[2] frontiersin.org
[1] the-yuan.com

Top Domains in Tweet in G2:
[46] ecseq.com
[13] rebootcommunications.com
[9] genomsys.com
[4] twitter.com
[3] linkedin.com
[3] magnusconferences.com
[2] scitechdaily.com
[2] devdiscourse.com
[2] clinicalomics.com
[2] drugdiscoverytrends.com

Top Domains in Tweet in G3:
[58] medicaltransformationcenter.com
[18] linkedin.com
[8] twitter.com
[3] mdpi.com
[3] contractpharma.com
[3] elsevierhealth.com
[3] healthadvicenow.net
[3] haynesboone.com
[3] yahoo.com
[2] nature.com

Top Domains in Tweet in G4:
[14] aipocrates.org
[4] doi.org
[3] nih.gov
[3] stonybrookmedicine.edu
[3] co.in
[2] globaldata.com
[2] twitter.com
[1] digitalpatientsafety.com
[1] 4basecare.com
[1] arthritis.org

Top Domains in Tweet in G5:
[3] 3ds.com
[2] twitter.com
[1] tedxbeaconstreet.com
[1] medicalxpress.com
[1] raconteur.net
[1] healthpopuli.com
[1] mobihealthnews.com
[1] beckershospitalreview.com
[1] healthcareitnews.com

Top Domains in Tweet in G6:
[15] pmedcast.com
[9] marketsandmarkets.com
[4] linkedin.com
[4] axionbiosystems.com
[2] apple.com
[2] hupo2021.org
[1] nih.gov
[1] bitly.com
[1] nature.com
[1] massgeneral.org

Top Domains in Tweet in G7:
[22] scienceforhealth.eu
[8] linkedin.com
[7] healthitanalytics.com
[5] biomedcentral.com
[4] biobanking.com
[3] formstack.com
[3] medium.com
[2] nature.com
[2] biovox.eu
[1] bio-integration.org

Top Domains in Tweet in G8:
[4] informz.net
[4] doi.org
[3] mtan.org
[3] healthinsight.ca
[2] personalizedmedicineconference.org
[2] statnews.com
[2] futuremedicine.com
[2] biocat.cat
[1] diaglobal.org
[1] on24.com

Top Domains in Tweet in G9:
[2] snmmi.org
[1] yale.edu
[1] doi.org
[1] snmjournals.org

Top Domains in Tweet in G10:
[4] mdpi.com
[4] tipat.eu
[2] ac.at
[1] cemm.at
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1038] personalizedmedicine
[109] precisionmedicine
[105] ai
[99] healthcare
[79] digitalhealth
[72] datascience
[69] genomics
[62] bigdata
[50] cancer
[48] research



Top Hashtags in Tweet in G1:
[13] ai
[11] nutrition
[9] biotech
[9] genetics
[8] publication
[7] personalizedmedicine
[5] covid19
[5] microbiome
[3] mentalhealth
[3] enzc

Top Hashtags in Tweet in G2:
[98] personalizedmedicine
[34] genomics
[32] precisionmedicine
[27] pharmacokinetic
[25] hcs21
[13] functionalmedicine
[11] oncology
[11] innovation
[9] cancer
[9] mpegg

Top Hashtags in Tweet in G3:
[201] personalizedmedicine
[17] transformlouisville
[12] healthcare
[12] genetics
[12] precisionmedicine
[11] medicine
[10] health
[8] cancer
[7] oncology
[6] genomics

Top Hashtags in Tweet in G4:
[51] personalizedmedicine
[44] dhpsp
[34] digitalhealth
[30] deeplearning
[29] machinelearning
[29] bigdata
[25] healthcareai
[25] smarthit
[25] analytics
[23] datascience

Top Hashtags in Tweet in G5:
[39] personalizedmedicine
[25] cell
[25] gene
[20] healthcare
[15] prevention
[15] wholepersoncare
[15] sdoh
[15] nutrition
[15] exercise
[9] health

Top Hashtags in Tweet in G6:
[53] personalizedmedicine
[19] bioinformatics
[14] research
[13] drugdesign
[12] cancer
[12] oncology
[12] precisionmedicine
[12] bioengineering
[11] drugdiscovery
[10] biotech

Top Hashtags in Tweet in G7:
[76] personalizedmedicine
[38] datascience
[34] ai
[32] sfh2021
[27] bigdata
[25] healthcare
[17] event
[10] artificialintelligence
[8] digitalhealth
[6] health

Top Hashtags in Tweet in G8:
[57] personalizedmedicine
[9] healthcare
[7] ai
[5] covid19
[4] biopharmaceutical
[4] healthdata
[3] openaccess
[2] pmconf
[2] freeaccess
[2] hirchsprung

Top Hashtags in Tweet in G9:
[7] liquidbiopsy
[7] pcsm
[6] personalizedmedicine
[2] petimaging
[2] jnm
[2] psma
[2] nucmed
[1] robotics
[1] 3d
[1] engineering

Top Hashtags in Tweet in G10:
[33] personalizedmedicine
[19] tipat
[19] amr
[6] cemm
[4] meduniwien
[4] proteine
[3] pharmacometrics
[3] journal
[2] medunivienna
[2] pkpd

Top Words
Top Words in Tweet in Entire Graph:
[1038] #personalizedmedicine
[210] more
[192] healthcare
[158] health
[144] ai
[142] personalized
[135] medicine
[126] transforming
[126] changes
[126] those

Top Words in Tweet in G1:
[122] drgauravchandra
[122] ai
[122] transforming
[122] healthcare
[122] those
[122] changes
[122] happening
[122] inside
[118] microbiome
[118] level

Top Words in Tweet in G2:
[98] #personalizedmedicine
[61] insightrx
[49] sequencing
[47] platform
[46] analyse
[46] twistbioscience
[46] whole
[46] exome
[46] kit
[46] fully

Top Words in Tweet in G3:
[201] #personalizedmedicine
[63] î
[49] call
[44] more
[34] find
[30] medicine
[25] personalized
[24] learn
[24] visit
[22] health

Top Words in Tweet in G4:
[51] #personalizedmedicine
[44] #dhpsp
[37] health
[35] digital
[34] #digitalhealth
[32] impacts
[32] biomedical
[32] hashtag
[32] based
[32] twitter

Top Words in Tweet in G5:
[70] irmaraste
[39] #personalizedmedicine
[28] digital
[28] solutions
[28] gene
[28] therapy
[26] part
[25] cellular
[25] #cell
[25] #gene

Top Words in Tweet in G6:
[53] #personalizedmedicine
[27] pmedcast
[19] #bioinformatics
[17] check
[14] #research
[13] cell
[13] #drugdesign
[13] researchers
[12] #cancer
[12] #oncology

Top Words in Tweet in G7:
[76] #personalizedmedicine
[60] science
[56] data
[49] health
[46] sciforhealth
[38] #datascience
[34] #ai
[32] #sfh2021
[27] #bigdata
[25] #healthcare

Top Words in Tweet in G8:
[57] #personalizedmedicine
[32] permedcoalition
[15] pmc
[14] more
[14] today
[13] impact
[13] article
[11] medicine
[11] potential
[9] data

Top Words in Tweet in G9:
[31] ct
[29] pet
[22] according
[20] snm_mi
[20] future
[14] research
[14] published
[13] artificial
[13] intelligence
[13] model

Top Words in Tweet in G10:
[33] #personalizedmedicine
[30] tipat
[28] early
[26] stage
[26] researcher
[20] itn_tipat
[19] free
[19] #tipat
[19] #amr
[16] university

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[124] transforming,healthcare
[123] ai,transforming
[123] healthcare,those
[123] those,changes
[123] changes,happening
[123] happening,inside
[121] drgauravchandra,ai
[119] inside,microbiome
[119] microbiome,level
[113] level,tak

Top Word Pairs in Tweet in G1:
[122] ai,transforming
[122] transforming,healthcare
[122] healthcare,those
[122] those,changes
[122] changes,happening
[122] happening,inside
[121] drgauravchandra,ai
[118] inside,microbiome
[118] microbiome,level
[113] level,tak

Top Word Pairs in Tweet in G2:
[46] analyse,twistbioscience
[46] twistbioscience,whole
[46] whole,exome
[46] exome,sequencing
[46] sequencing,kit
[46] kit,fully
[46] fully,automated
[46] automated,seamless
[46] seamless,ngs
[46] ngs,platform

Top Word Pairs in Tweet in G3:
[43] î,î
[38] #personalizedmedicine,call
[22] visit,website
[18] call,today
[14] learn,more
[13] call,visit
[13] website,find
[13] today,find
[12] personalized,medicine
[12] wondering,#personalizedmedicine

Top Word Pairs in Tweet in G4:
[35] digital,health
[32] impacts,biomedical
[32] biomedical,hashtag
[32] hashtag,based
[32] based,twitter
[32] twitter,campaign
[32] campaign,#dhpsp
[32] #dhpsp,utilization
[32] utilization,promotion
[32] promotion,open

Top Word Pairs in Tweet in G5:
[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 G6:
[10] #bioinformatics,#personalizedmedicine
[9] read,more
[8] single,cell
[8] cell,analysis
[8] analysis,market
[8] market,projected
[8] projected,reach
[8] more,#research
[8] genetics,podcast
[8] #bioengineering,#drugdesign

Top Word Pairs in Tweet in G7:
[31] science,health
[28] #personalizedmedicine,#sfh2021
[28] data,science
[19] #ai,#bigdata
[18] learn,more
[18] #datascience,#ai
[17] #event,#personalizedmedicine
[16] #bigdata,#healthcare
[16] #healthcare,#event
[13] health,2021

Top Word Pairs in Tweet in G8:
[8] tragically,uneven
[8] personalized,medicine
[7] advances,#personalizedmedicine
[6] pandemic's,tragically
[6] uneven,impact
[6] latest,article
[6] article,permedcoalition
[6] permedcoalition,discuss
[6] discuss,potential
[6] potential,exciting

Top Word Pairs in Tweet in G9:
[22] pet,ct
[14] according,research
[14] research,published
[13] ct,artificial
[13] artificial,intelligence
[13] intelligence,model
[13] model,ideal
[13] ideal,predicting
[13] predicting,risk
[13] risk,future

Top Word Pairs in Tweet in G10:
[26] early,stage
[26] stage,researcher
[25] tipat,early
[19] #tipat,#amr
[19] #amr,#personalizedmedicine
[14] free,time
[8] #personalizedmedicine,mscactions
[7] researcher,uppsala
[7] uppsala,university
[7] university,uu_university

Top Replied-To
Top Replied-To in Entire Graph:
@dysclinic
@garyphysiq
@eatriseric
@icpermed
@jbarbosapr
@radiokeller
@allscripts
@rtsafe
@theeconomist
@yrityspaivat

Top Replied-To in G2:
@dysclinic
@ncbi

Top Replied-To in G3:
@rtsafe

Top Replied-To in G4:
@cstntn24
@cnnradiolaplata
@bayer

Top Replied-To in G5:
@jbarbosapr

Top Replied-To in G7:
@garyphysiq

Top Replied-To in G8:
@eatriseric

Top Replied-To in G10:
@tipat
@itn_tipat
@4oncommunity

Top Mentioned
Top Mentioned in Entire Graph:
@drgauravchandra
@irmaraste
@sciforhealth
@twistbioscience
@ecseq
@rafael52987
@insightrx
@permedcoalition
@dhpsp
@pmedcast

Top Mentioned in G1:
@drgauravchandra
@spencer_p1
@disfolddotcom
@bugspeaks
@leucinerichbio
@inteltech
@intelai
@enzolytics

Top Mentioned in G2:
@twistbioscience
@ecseq
@insightrx
@genomsys
@hlthcaresumm
@ubcmedicine
@stanfordmag
@eprojectpace
@reboot_comm
@bioinfo4women

Top Mentioned in G3:
@ajpathology
@eagleanalytical
@anygenes
@rtsafe
@pharmaexcipient

Top Mentioned in G4:
@rafael52987
@dhpsp
@aipocrates
@docpino2
@pregenerate_inc
@cstntn24
@4basecare
@liaonet
@sciforhealth
@cnnee

Top Mentioned in G5:
@irmaraste
@evankirstel
@raconteur
@enricomolinari
@johnnosta
@jolaburnett
@michelleragusa
@tylercohenwood
@trippbraden
@jbarbosapr

Top Mentioned in G6:
@pmedcast
@royalvoxpost
@yagensky
@ochrebio
@jack_o_meara
@patrick_j_short
@act_ai_driven
@rockefelleruniv
@sanogenetics
@secondcellbio

Top Mentioned in G7:
@sciforhealth
@physiq
@medium
@authoritymgzine
@crit_care
@septweets
@garyphysiq
@hitanalytics
@linmardiaz
@carasantamaria

Top Mentioned in G8:
@permedcoalition
@wmftg_news
@fsgpme
@vcupharmacy
@youssefroman3
@statnews
@mediaplanetca
@biocat_en
@sciadnewswire
@northshoreweb

Top Mentioned in G9:
@snm_mi
@orthoatyale
@yalecme
@journalofnucmed
@drdanielwiznia
@martin_angelmd
@jennabernstein7
@drleerubin
@aidinpour
@oncoalert

Top Mentioned in G10:
@tipat
@itn_tipat
@meduni_wien
@mscactions
@mdpiopenaccess
@uu_university
@pei_germany
@eth_en
@cd_aacr
@dani_nasc_

Top Tweeters
Top Tweeters in Entire Graph:
@alerttrade
@jurylady5
@chidambara09
@hrblock_21
@piyuanker12
@evankirstel
@rosenchild
@artificialbra1n
@morolswediu
@jfsebastian146

Top Tweeters in G1:
@alerttrade
@cottila
@nutritionrobot
@ken02255764
@atqzahmd
@sirvioler
@purplechimney2
@camarbaugh
@nouse4aname781
@nuzz92

Top Tweeters in G2:
@hrblock_21
@hdpr2016
@pastorannisha
@gdprai
@christinelem007
@dstep65
@b0tsci
@hernangraffe
@dnaed_tech
@prometheus_bot

Top Tweeters in G3:
@mattliptak
@johnkops
@arweaveapi
@risto_matti
@doctorneyro
@uthealth_sbmi
@oncologytimes
@innovation2
@healthytimes2
@healthtoday3

Top Tweeters in G4:
@morolswediu
@jfsebastian146
@coderretweet
@fabriciosx
@100daysof2020
@aprogrammerbot
@codewithtwitchi
@thecuriousluke
@cnnee
@botsecx

Top Tweeters in G5:
@piyuanker12
@evankirstel
@gezgintrk
@trippbraden
@akwyz
@drferdowsi
@lovegoldenheart
@shellykramer
@drjdrooghaag
@ralexjimenez

Top Tweeters in G6:
@rosenchild
@hubbucket
@compchembiobot
@singlecellmedia
@binfotrends
@royalvoxpost
@paigefmacgregor
@peggypippalbon2
@pharmaprodigy
@dominickmsolo1

Top Tweeters in G7:
@chidambara09
@artificialbra1n
@calcaware
@education_24x7
@forbes
@greentechdon
@evidencerobot
@dohbee
@12milegeo
@nvsdata

Top Tweeters in G8:
@jimmyroybloom
@torontostar
@boblister_poole
@manifattura40
@realdidieruk
@jefferson_mfg
@statnews
@raspaplusdevi
@bayley1978
@cambrabcn

Top Tweeters in G9:
@hubofml
@oncoalert
@surgicalbot
@tweetsortho
@aleneziahmed1
@scserendipity1
@drjavallejo
@drleerubin
@lorrain02859519
@hs_aman

Top Tweeters in G10:
@trilubiusgrow
@lifesciencevie
@unileiden
@tine_boe
@mdpiopenaccess
@mscactions
@umbertomalapel1
@eth_en
@cd_aacr
@infectognostics


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