personalizedmedicine, Twitter, 1/7/2022 4:12:31 AM, 269601


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personalizedmedicine_2022-01-06_19-43-00.xlsx
personalizedmedicine_2022-01-06_19-43-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 07, 2022
Short Description:
personalizedmedicine via NodeXL https://bit.ly/3HL79Oa
@dnaed_tech
@pmedcast
@sciforhealth
@irmaraste
@journalbio
@permedcoalition
@biobankingcom
@royalvoxpost
@rafael52987
@4basecare

Top hashtags:
#personalizedmedicine
#healthcare
#ai
#precisionmedicine
#datascience

Description:
Description
The graph represents a network of 1,429 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, 07 January 2022 at 03:46 UTC.

The requested start date was Friday, 07 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 96-day, 9-hour, 43-minute period from Friday, 01 October 2021 at 08:37 UTC to Wednesday, 05 January 2022 at 18:21 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 : 1429
Unique Edges : 1172
Edges With Duplicates : 2518
Total Edges : 3690
Number of Edge Types : 5
Retweet : 1039
MentionsInRetweet : 1665
Tweet : 407
Mentions : 555
Replies to : 24
Self-Loops : 474
Reciprocated Vertex Pair Ratio : 0.0524282560706402
Reciprocated Edge Ratio : 0.0996329313057158
Connected Components : 243
Single-Vertex Connected Components : 105
Maximum Vertices in a Connected Component : 529
Maximum Edges in a Connected Component : 1909
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.206601
Graph Density : 0.000934523564499278
Modularity : 0.502799
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,429 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, 07 January 2022 at 03:46 UTC.

The requested start date was Friday, 07 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 96-day, 9-hour, 43-minute period from Friday, 01 October 2021 at 08:37 UTC to Wednesday, 05 January 2022 at 18:21 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:
[50] 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://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/
[4] https://doi.org/10.1186/s12891-020-03741-0

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


Top URLs in Tweet in G2:
[50] https://medicaltransformationcenter.com/personalized-medicine/
[3] https://healthadvicenow.net/what-exactly-is-personalized-medicine/
[2] https://www.contractpharma.com/contents/view_online-exclusives/2021-10-04/what-can-cell-gene-therapy-learn-from-bioprocessing/?widget=listSection
[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.linkedin.com/slink?code=drNMunk
[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/

Top URLs in Tweet in G3:
[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
[3] https://doi.org/10.1186/s12891-020-03741-0
[3] https://www.globaldata.com/globaldata-predicts-future-healthtech-unicorns/
[2] https://pubmed.ncbi.nlm.nih.gov/30808556/
[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/
[1] https://www.technologynetworks.com/diagnostics/articles/five-challenges-limiting-widespread-adoption-of-microbiome-based-diagnostics-355320

Top URLs in Tweet in G4:
[11] https://aipocrates.org/2021/10/24/academia-y-futbol/
[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/
[1] https://us06web.zoom.us/webinar/register/WN_dX1DnDpaTmKb74DFVbUbDQ
[1] https://www.healthlynked.com/presstype/healthlynked-corp-announces-new-investor-relations-partnership-with-alpha-ir-group/2021/11/
[1] https://www.healthlynked.com/presstype/healthlynked-reports-98-year-over-year-revenue-growth-for-third-quarter-2021-66-growth-year-to-date/2021/11/
[1] https://education.healthlynked.com/
[1] https://venturebeat.com/2021/07/04/21-ways-medical-digital-twins-will-transform-healthcare/
[1] https://chjournal.net/

Top URLs in Tweet in G5:
[1] https://blogs.3ds.com/northamerica/digital-solutions-for-cell-and-gene-therapy/
[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://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
[1] https://www.beckershospitalreview.com/telehealth/crossfit-to-launch-telemedicine-program-aiming-to-replace-primary-care.html?origin=DigitalE&utm_source=DigitalE&utm_medium=email&utm_content=newsletter&oly_enc_id=1238I5701601D3V
[1] https://www.healthcareitnews.com/news/nih-all-us-program-makes-more-covid-19-data-available

Top URLs in Tweet in G6:
[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/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://www.pmedcast.com/2021/12/19/2021-in-personalized-medicine-crossover-episode-with-dr-patrick-short-genetics-podcast/
[1] https://bitly.com/3GiYOjF/
[1] https://www.pmedcast.com/2021/11/03/episode-032-developing-oncolytic-viruses-to-fight-cancer-with-arthur-kuan/

Top URLs in Tweet in G7:
[19] https://scienceforhealth.eu
[5] https://ccforum.biomedcentral.com/articles/10.1186/s13054-021-03822-z
[3] https://medium.com/authority-magazine/the-future-is-now-gary-conkright-of-physiq-on-how-their-technological-innovation-will-shake-up-the-98171e793f6c
[3] https://scienceforhealth.eu/
[3] https://flandersbio.formstack.com/forms/registration_sfh2021
[2] https://www.linkedin.com/slink?code=ePgHWDc2
[1] https://bio-integration.org/call-for-papers-2/
[1] https://theconversation.com/a-new-way-to-organize-cancer-mutations-could-lead-to-better-treatment-matches-for-patients-168348
[1] https://www.nature.com/articles/d41586-021-02691-4
[1] https://www.nature.com/articles/d42473-019-00101-y

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/
[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://www.futuremedicine.com/doi/10.2217/pme-2021-0102?cookieSet=1
[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] 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:
[2] https://www.linkedin.com/slink?code=gtK9Xps3
[2] https://projectpace.eu/do-new-privacy-laws-place-more-hurdles-on-the-path-to-precision-medicine/
[2] https://www.healthinsight.ca/health-care-industry-news/participants-make-trials-possible/
[1] https://www.linkedin.com/slink?code=eXVhwGrQ
[1] https://www.linkedin.com/slink?code=diCGzgv9
[1] https://www.abzu.ai/
[1] https://www.nature.com/articles/s41698-021-00242-8
[1] https://www.precisiononcology.ie/research/researchareas/resourcesinfrastructure/
[1] https://twitter.com/PrecisionOncIre/status/1443856699866206215
[1] https://twitter.com/PrecisionOncIre/status/1450017836559175680

Top URLs in Tweet in G10:
[4] https://www.biobanking.com/artificial-intelligence-the-new-age-of-biobanking-and-medical-research/
[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.forbes.com/sites/bernardmarr/2021/12/08/the-5-biggest-biotech-trends-in-2022/?sh=a24c176380f5
[1] https://healthitanalytics.com/news/genetic-signatures-predict-outcomes-advance-personalized-treatment
[1] https://healthitanalytics.com/news/breast-cancer-database-to-support-personalized-medicine
[1] https://healthitanalytics.com/news/how-does-artificial-intelligence-compare-to-augmented-intelligence
[1] https://www.mdpi.com/journal/jpm/special_issues/big_data_personalized
[1] https://health.oliverwyman.com/2021/11/using-technology--data-to-drive-personalized-medicine.html
[1] https://innovationorigins.com/en/new-generation-of-microimplants-a-further-step-towards-personalized-medicine/

Top Domains
Top Domains in Tweet in Entire Graph:
[50] medicaltransformationcenter.com
[46] ecseq.com
[43] twitter.com
[37] linkedin.com
[22] scienceforhealth.eu
[17] doi.org
[15] aipocrates.org
[13] pmedcast.com
[13] rebootcommunications.com
[12] nature.com

Top Domains in Tweet in G1:
[3] youtube.com

Top Domains in Tweet in G2:
[50] medicaltransformationcenter.com
[15] linkedin.com
[7] twitter.com
[3] mdpi.com
[3] elsevierhealth.com
[3] healthadvicenow.net
[3] haynesboone.com
[2] nature.com
[2] contractpharma.com
[2] mybloodhealth.com

Top Domains in Tweet in G3:
[46] ecseq.com
[13] rebootcommunications.com
[3] nih.gov
[3] doi.org
[3] globaldata.com
[2] scitechdaily.com
[2] genomsys.com
[2] stanfordmag.org
[1] healthcarefinancenews.com
[1] darkdaily.com

Top Domains in Tweet in G4:
[15] aipocrates.org
[3] healthlynked.com
[3] stonybrookmedicine.edu
[3] co.in
[2] twitter.com
[1] zoom.us
[1] venturebeat.com
[1] chjournal.net
[1] digitalpatientsafety.com
[1] biobanking.com

Top Domains in Tweet in G5:
[2] 3ds.com
[1] 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:
[13] pmedcast.com
[8] linkedin.com
[4] axionbiosystems.com
[2] apple.com
[2] hupo2021.org
[1] bitly.com
[1] nature.com
[1] massgeneral.org
[1] zephyrai.bio
[1] uni-goettingen.de

Top Domains in Tweet in G7:
[22] scienceforhealth.eu
[5] biomedcentral.com
[3] medium.com
[3] linkedin.com
[3] formstack.com
[2] nature.com
[2] biovox.eu
[1] bio-integration.org
[1] theconversation.com
[1] ac.uk

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

Top Domains in Tweet in G9:
[4] linkedin.com
[3] twitter.com
[3] healthinsight.ca
[2] projectpace.eu
[1] abzu.ai
[1] nature.com
[1] precisiononcology.ie
[1] mayoclinicplatform.org
[1] clinicalomics.com
[1] bostongene.com

Top Domains in Tweet in G10:
[7] healthitanalytics.com
[4] biobanking.com
[1] forbes.com
[1] mdpi.com
[1] oliverwyman.com
[1] innovationorigins.com
[1] mayoclinic.org
[1] co.uk
[1] cnfms.ro

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[896] personalizedmedicine
[88] healthcare
[83] ai
[68] precisionmedicine
[64] datascience
[60] digitalhealth
[57] bigdata
[56] genomics
[44] cancer
[43] artificialintelligence



Top Hashtags in Tweet in G1:
[4] ai
[4] personalizedmedicine
[4] microbiome
[3] enzc
[3] estonia
[3] p4medicine
[3] enzcstrong
[1] data
[1] storage
[1] sharable

Top Hashtags in Tweet in G2:
[179] personalizedmedicine
[15] transformlouisville
[11] healthcare
[10] medicine
[10] genetics
[9] health
[9] precisionmedicine
[7] oncology
[5] cancer
[5] technology

Top Hashtags in Tweet in G3:
[54] personalizedmedicine
[30] genomics
[25] hcs21
[12] precisionmedicine
[11] innovation
[6] arthritis
[6] awareness
[6] registernow
[5] pharmacogenetics
[5] prevention

Top Hashtags in Tweet in G4:
[50] personalizedmedicine
[35] dhpsp
[33] digitalhealth
[26] healthcareai
[26] smarthit
[26] machinelearning
[25] deeplearning
[24] bigdata
[21] redaichat
[21] isaml

Top Hashtags in Tweet in G5:
[34] 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:
[50] personalizedmedicine
[19] bioinformatics
[13] drugdesign
[12] oncology
[12] precisionmedicine
[12] drugdiscovery
[12] bioengineering
[10] biotech
[10] cancer
[8] stemcells

Top Hashtags in Tweet in G7:
[54] personalizedmedicine
[38] datascience
[32] sfh2021
[28] ai
[24] healthcare
[19] bigdata
[17] event
[5] ards
[4] cancerresearch
[4] cancer

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

Top Hashtags in Tweet in G9:
[26] personalizedmedicine
[7] cancer
[4] cancerresearch
[4] precisionmedicine
[3] nanotechnology
[3] nanomedicine
[3] aligarhmuslimuniversity
[3] aligarh
[3] precisiononcology
[2] immunooncology

Top Hashtags in Tweet in G10:
[20] personalizedmedicine
[18] artificialintelligence
[8] bigdata
[7] augmentedintelligence
[6] laszlolorenzovici
[5] biobanking
[4] ai
[4] medicalresearch
[4] biobank
[4] biorepository

Top Words
Top Words in Tweet in Entire Graph:
[896] #personalizedmedicine
[183] more
[182] healthcare
[147] health
[140] ai
[125] those
[125] changes
[124] level
[124] transforming
[123] happening

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:
[179] #personalizedmedicine
[63] î
[42] more
[42] call
[30] find
[27] medicine
[22] personalized
[22] learn
[22] visit
[20] health

Top Words in Tweet in G3:
[54] #personalizedmedicine
[48] sequencing
[47] platform
[46] analyse
[46] twistbioscience
[46] whole
[46] exome
[46] kit
[46] fully
[46] automated

Top Words in Tweet in G4:
[50] #personalizedmedicine
[35] #dhpsp
[33] #digitalhealth
[31] rafael52987
[29] health
[28] innovation
[27] digital
[26] #healthcareai
[26] #smarthit
[26] #machinelearning

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

Top Words in Tweet in G6:
[50] #personalizedmedicine
[23] pmedcast
[19] #bioinformatics
[17] check
[13] #drugdesign
[13] researchers
[12] host
[12] #oncology
[12] #precisionmedicine
[12] #drugdiscovery

Top Words in Tweet in G7:
[57] science
[55] health
[54] #personalizedmedicine
[54] data
[43] sciforhealth
[38] #datascience
[32] #sfh2021
[28] #ai
[24] #healthcare
[23] personalized

Top Words in Tweet in G8:
[47] #personalizedmedicine
[29] permedcoalition
[15] pmc
[13] impact
[13] more
[12] article
[11] today
[9] patient
[9] wmftg_news
[9] data

Top Words in Tweet in G9:
[26] #personalizedmedicine
[15] medicine
[11] bostongene
[11] global
[10] nec_corp
[10] formed
[10] partnership
[10] aimed
[10] accelerate
[10] commercialization

Top Words in Tweet in G10:
[20] #personalizedmedicine
[18] #artificialintelligence
[13] discuss
[11] cll_clue
[10] carsten_niemann
[8] tools
[8] #bigdata
[8] together
[7] although
[7] #augmentedintelligence

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[123] ai,transforming
[123] transforming,healthcare
[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:
[43] î,î
[33] #personalizedmedicine,call
[20] visit,website
[16] call,today
[14] learn,more
[12] today,find
[11] call,visit
[11] website,find
[11] wondering,#personalizedmedicine
[11] thinking,#personalizedmedicine

Top Word Pairs in Tweet in G3:
[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 G4:
[27] digital,health
[26] #healthcareai,#smarthit
[24] impacts,biomedical
[24] biomedical,hashtag
[24] hashtag,based
[24] based,twitter
[24] twitter,campaign
[24] campaign,#dhpsp
[24] #dhpsp,utilization
[24] utilization,promotion

Top Word Pairs in Tweet in G5:
[25] digital,solutions
[25] solutions,cellular
[25] cellular,gene
[25] gene,therapy
[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] drug,discovery
[8] genetics,podcast
[8] #bioengineering,#drugdesign
[8] #drugdesign,#bioinformatics
[8] #bioinformatics,researchers
[8] researchers,developed
[8] developed,machine
[8] machine,learning
[8] learning,based

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

Top Word Pairs in Tweet in G8:
[7] tragically,uneven
[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
[6] exciting,advances

Top Word Pairs in Tweet in G9:
[10] bostongene,nec_corp
[10] nec_corp,formed
[10] formed,global
[10] global,partnership
[10] partnership,aimed
[10] aimed,accelerate
[10] accelerate,commercialization
[10] commercialization,adoption
[10] precision,medicine
[9] bostongenecorp,bostongene

Top Word Pairs in Tweet in G10:
[7] although,#artificialintelligence
[7] #artificialintelligence,#augmentedintelligence
[7] #augmentedintelligence,both
[7] both,effective
[7] effective,enhancing
[7] enhancing,quality
[7] quality,care
[7] care,offer
[6] septweets,although
[6] offer,differ

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@drgauravchandra
@irmaraste
@sciforhealth
@twistbioscience
@ecseq
@rafael52987
@permedcoalition
@tipat
@cvr_tomaszguzik
@pmedcast

Top Mentioned in G1:
@drgauravchandra
@disfolddotcom
@inteltech
@intelai
@enzolytics

Top Mentioned in G2:
@ajpathology
@eagleanalytical
@anygenes
@rtsafe

Top Mentioned in G3:
@twistbioscience
@ecseq
@hlthcaresumm
@pregenerate_inc
@ubcmedicine
@stanfordmag
@genomsys
@reboot_comm
@bioinfo4women
@stanfordotl

Top Mentioned in G4:
@rafael52987
@dhpsp
@aipocrates
@docpino2
@healthlynked1
@cstntn24
@healthtechtalkn
@kred
@sciforhealth

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

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

Top Mentioned in G7:
@sciforhealth
@geraldfinken
@physiq
@crit_care
@medium
@authoritymgzine
@linmardiaz
@carasantamaria
@garyphysiq
@imi_ju

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

Top Mentioned in G9:
@nec_corp
@bostongenecorp
@eprojectpace
@inagenedx
@mediaplanetca
@epfl_en
@insightrx
@drtufiahaddad
@jhalamka
@plcerrato

Top Mentioned in G10:
@carsten_niemann
@septweets
@sigridskanland
@cambridge_uni
@mihaelavds
@cll_clue
@hitanalytics
@sciforhealth
@biobankingcom
@carenethealth

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

Top Tweeters in G1:
@alerttrade
@cottila
@ken02255764
@atqzahmd
@sirvioler
@purplechimney2
@camarbaugh
@nuzz92
@nouse4aname781
@lumpygravy3

Top Tweeters in G2:
@mattliptak
@johnkops
@arweaveapi
@risto_matti
@doctorneyro
@uthealth_sbmi
@oncologytimes
@innovation2
@healthytimes2
@healthtoday3

Top Tweeters in G3:
@b0tsci
@hernangraffe
@dnaed_tech
@prometheus_bot
@productier1
@superteamup
@dreddyclinic
@liaonet
@statedept
@hc_finance

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

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

Top Tweeters in G6:
@rosenchild
@hubbucket
@compchembiobot
@binfotrends
@royalvoxpost
@paigefmacgregor
@pharmaprodigy
@iamgiliyar
@dominickmsolo1
@m_t_a1976

Top Tweeters in G7:
@calcaware
@education_24x7
@natricer
@greentechdon
@evidencerobot
@dohbee
@junjudapi
@12milegeo
@nvsdata
@raajiraj

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

Top Tweeters in G9:
@torontostar
@gdprai
@realsalesadvice
@hephaistos_ai
@mayocancercare
@epfl_en
@mediaplanetca
@precisiondiagn4
@jhalamka
@trustvalleych

Top Tweeters in G10:
@chidambara09
@artificialbra1n
@forbes
@satyajit1910
@trab_bot
@bernardmarr
@bcmhouston
@cambridge_uni
@owhealtheditor
@carenethealth


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