personalizedmedicine, Twitter, 1/14/2022 3:55:00 AM, 269979


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personalizedmedicine_2022-01-13_19-43-00.xlsx
personalizedmedicine_2022-01-13_19-43-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2022
Short Description:
personalizedmedicine via NodeXL https://bit.ly/3FEaKfv
@dnaed_tech
@pmedcast
@irmaraste
@insightrx
@permedcoalition
@sciforhealth
@journalbio
@compchembiobot
@royalvoxpost
@rafael52987

Top hashtags:
#personalizedmedicine
#healthcare
#ai
#precisionmedicine

Description:
Description
The graph represents a network of 1,523 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, 14 January 2022 at 03:46 UTC.

The requested start date was Friday, 14 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 103-day, 14-hour, 11-minute period from Friday, 01 October 2021 at 08:37 UTC to Wednesday, 12 January 2022 at 22:48 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 : 1523
Unique Edges : 1224
Edges With Duplicates : 2748
Total Edges : 3972
Number of Edge Types : 5
Retweet : 1134
MentionsInRetweet : 1782
Tweet : 437
Mentions : 592
Replies to : 27
Self-Loops : 507
Reciprocated Vertex Pair Ratio : 0.0511627906976744
Reciprocated Edge Ratio : 0.0973451327433628
Connected Components : 249
Single-Vertex Connected Components : 109
Maximum Vertices in a Connected Component : 577
Maximum Edges in a Connected Component : 2087
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.918184
Graph Density : 0.000877478315414197
Modularity : 0.496155
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,523 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, 14 January 2022 at 03:46 UTC.

The requested start date was Friday, 14 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 103-day, 14-hour, 11-minute period from Friday, 01 October 2021 at 08:37 UTC to Wednesday, 12 January 2022 at 22:48 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:
[54] 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://www.biobanking.com/artificial-intelligence-the-new-age-of-biobanking-and-medical-research/
[5] https://ccforum.biomedcentral.com/articles/10.1186/s13054-021-03822-z
[5] https://integratedconnects.com/

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


Top URLs in Tweet in G2:
[54] 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
[2] https://www.drugdiscoverytrends.com/the-role-of-the-democratized-research-network-in-optimizing-precision-dosing/
[2] https://www.clinicalomics.com/topics/precision-medicine-topic/new-biosensors-precisely-monitor-drug-levels-in-serum/
[2] https://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://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:
[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://www.ncbi.nlm.nih.gov/pmc/articles/PMC7590400/
[1] https://4basecare.com/solutions/genomics/somatic-tests/target-absolute/
[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/

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.axionbiosystems.com/resources/publication/hyperexcitability-and-pharmacological-responsiveness-cortical-neurons-derived
[4] https://www.pmedcast.com/2021/10/13/episode-031-advancing-precision-oncology-with-dr-gang-song/
[3] https://www.linkedin.com/slink?code=gXKFMm8A
[3] https://www.pmedcast.com/2021/08/11/ep029/
[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://univz.uni-goettingen.de/qisserver/rds?state=verpublish&status=init&vmfile=no&publishid=283209&moduleCall=webInfo&publishConfFile=webInfo&publishSubDir=veranstaltung&noDBAction=y&init=y
[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
[1] https://www.linkedin.com/slink?code=dPc5WS7X
[1] https://www.linkedin.com/slink?code=dVGFwyX3
[1] https://www.linkedin.com/slink?code=djYBy8kN

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:
[2] http://tipat.eu/activities/
[2] https://www.mdpi.com/2075-4426/11/11/1191
[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 URLs in Tweet in G10:
[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 Domains
Top Domains in Tweet in Entire Graph:
[54] medicaltransformationcenter.com
[46] twitter.com
[46] ecseq.com
[44] linkedin.com
[22] scienceforhealth.eu
[19] doi.org
[15] aipocrates.org
[14] pmedcast.com
[13] rebootcommunications.com
[12] nature.com

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

Top Domains in Tweet in G2:
[54] medicaltransformationcenter.com
[19] linkedin.com
[8] 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
[4] twitter.com
[4] genomsys.com
[3] linkedin.com
[3] magnusconferences.com
[2] drugdiscoverytrends.com
[2] scitechdaily.com
[2] devdiscourse.com
[2] clinicalomics.com

Top Domains in Tweet in G4:
[13] aipocrates.org
[4] doi.org
[3] nih.gov
[3] stonybrookmedicine.edu
[3] co.in
[2] globaldata.com
[2] twitter.com
[1] 4basecare.com
[1] digitalpatientsafety.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:
[14] pmedcast.com
[8] marketsandmarkets.com
[4] linkedin.com
[4] axionbiosystems.com
[2] hupo2021.org
[2] apple.com
[1] uni-goettingen.de
[1] nih.gov
[1] nature.com
[1] massgeneral.org

Top Domains in Tweet in G7:
[22] scienceforhealth.eu
[8] linkedin.com
[5] biomedcentral.com
[4] biobanking.com
[3] formstack.com
[3] medium.com
[2] nature.com
[2] biocat.cat
[2] biovox.eu
[1] theconversation.com

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
[1] diaglobal.org
[1] on24.com
[1] friendsofcancerresearch.org

Top Domains in Tweet in G9:
[4] tipat.eu
[3] mdpi.com
[2] ac.at
[1] cemm.at
[1] twitter.com

Top Domains in Tweet in G10:
[2] snmmi.org
[1] doi.org
[1] snmjournals.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[966] personalizedmedicine
[95] healthcare
[93] ai
[83] precisionmedicine
[74] digitalhealth
[71] datascience
[64] genomics
[61] bigdata
[47] research
[45] cancer



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:
[187] personalizedmedicine
[16] transformlouisville
[11] healthcare
[11] precisionmedicine
[10] medicine
[10] genetics
[9] health
[7] oncology
[6] genomics
[5] cancer

Top Hashtags in Tweet in G3:
[76] personalizedmedicine
[30] genomics
[25] hcs21
[23] pharmacokinetic
[22] precisionmedicine
[11] innovation
[8] oncology
[8] pharmacogenetics
[7] cancer
[6] registernow

Top Hashtags in Tweet in G4:
[50] personalizedmedicine
[42] dhpsp
[33] digitalhealth
[30] deeplearning
[28] bigdata
[28] machinelearning
[25] analytics
[24] healthcareai
[24] smarthit
[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:
[51] personalizedmedicine
[19] bioinformatics
[13] drugdesign
[13] research
[12] bioengineering
[12] cancer
[12] oncology
[12] precisionmedicine
[11] drugdiscovery
[10] biotech

Top Hashtags in Tweet in G7:
[76] personalizedmedicine
[39] ai
[38] datascience
[33] healthcare
[32] sfh2021
[27] bigdata
[17] event
[7] digitalhealth
[6] health
[6] medicine

Top Hashtags in Tweet in G8:
[49] personalizedmedicine
[5] covid19
[4] biopharmaceutical
[4] healthdata
[3] openaccess
[2] pmconf
[2] freeaccess
[2] hirchsprung
[1] healthcare
[1] cdx21

Top Hashtags in Tweet in G9:
[32] personalizedmedicine
[19] tipat
[19] amr
[6] cemm
[4] meduniwien
[4] proteine
[3] pharmacometrics
[3] journal
[2] medunivienna
[2] pkpd

Top Hashtags in Tweet in G10:
[7] liquidbiopsy
[7] pcsm
[5] personalizedmedicine
[2] petimaging
[2] jnm
[2] psma
[2] nucmed
[1] machinelearning
[1] myocardialinfarction
[1] livercancer

Top Words
Top Words in Tweet in Entire Graph:
[966] #personalizedmedicine
[198] more
[189] healthcare
[156] health
[144] ai
[131] personalized
[126] those
[125] changes
[124] level
[124] transforming

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:
[187] #personalizedmedicine
[63] î
[46] call
[43] more
[32] find
[28] medicine
[22] personalized
[22] learn
[21] health
[21] visit

Top Words in Tweet in G3:
[76] #personalizedmedicine
[52] insightrx
[49] sequencing
[47] platform
[46] analyse
[46] twistbioscience
[46] whole
[46] exome
[46] kit
[46] fully

Top Words in Tweet in G4:
[50] #personalizedmedicine
[42] #dhpsp
[36] health
[34] digital
[33] #digitalhealth
[32] rafael52987
[31] impacts
[31] biomedical
[31] hashtag
[31] based

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:
[51] #personalizedmedicine
[24] pmedcast
[19] #bioinformatics
[17] check
[13] cell
[13] #drugdesign
[13] researchers
[13] #research
[12] #bioengineering
[12] #cancer

Top Words in Tweet in G7:
[76] #personalizedmedicine
[61] science
[57] data
[49] health
[47] sciforhealth
[39] #ai
[38] #datascience
[33] #healthcare
[32] #sfh2021
[28] more

Top Words in Tweet in G8:
[49] #personalizedmedicine
[32] permedcoalition
[15] pmc
[14] today
[13] article
[11] medicine
[11] potential
[9] wmftg_news
[9] more
[9] patient

Top Words in Tweet in G9:
[32] #personalizedmedicine
[30] tipat
[28] early
[26] stage
[26] researcher
[20] itn_tipat
[19] free
[19] #tipat
[19] #amr
[16] university

Top Words in Tweet in G10:
[31] ct
[28] pet
[22] according
[20] snm_mi
[20] future
[14] research
[14] published
[13] artificial
[13] intelligence
[13] model

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
[35] #personalizedmedicine,call
[19] visit,website
[17] call,today
[14] learn,more
[13] today,find
[12] thinking,#personalizedmedicine
[12] more,#transformlouisville
[11] wondering,#personalizedmedicine
[11] call,visit

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:
[34] digital,health
[31] impacts,biomedical
[31] biomedical,hashtag
[31] hashtag,based
[31] based,twitter
[31] twitter,campaign
[31] campaign,#dhpsp
[31] #dhpsp,utilization
[31] utilization,promotion
[31] 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
[8] #bioengineering,#drugdesign
[8] #drugdesign,#bioinformatics
[8] #bioinformatics,researchers
[8] researchers,developed
[8] developed,machine
[8] machine,learning
[8] learning,based
[8] based,computational
[8] computational,method

Top Word Pairs in Tweet in G7:
[31] science,health
[29] data,science
[28] #personalizedmedicine,#sfh2021
[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:
[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 Word Pairs in Tweet in G10:
[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 Replied-To
Top Replied-To in Entire Graph:
@eatriseric
@icpermed
@jbarbosapr
@radiokeller
@allscripts
@garyphysiq
@rtsafe
@theeconomist
@yrityspaivat
@annepcdi

Top Replied-To in G2:
@rtsafe

Top Replied-To in G3:
@ncbi
@dysclinic

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 G9:
@tipat
@itn_tipat
@4oncommunity

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

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

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

Top Mentioned in G3:
@twistbioscience
@ecseq
@insightrx
@hlthcaresumm
@genomsys
@ubcmedicine
@stanfordmag
@eprojectpace
@reboot_comm
@bioinfo4women

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
@act_ai_driven
@rockefelleruniv
@patrick_j_short
@secondcellbio
@sanogenetics

Top Mentioned in G7:
@sciforhealth
@physiq
@medium
@authoritymgzine
@crit_care
@biocat_en
@garyphysiq
@biobankingcom
@imi_ju
@linmardiaz

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

Top Mentioned in G9:
@tipat
@itn_tipat
@meduni_wien
@mscactions
@uu_university
@pei_germany
@eth_en
@cd_aacr
@mdpiopenaccess
@dani_nasc_

Top Mentioned in G10:
@snm_mi
@journalofnucmed
@martin_angelmd
@oncoalert
@christianrolfo

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

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:
@hrblock_21
@gdprai
@christinelem007
@dstep65
@b0tsci
@hernangraffe
@dnaed_tech
@prometheus_bot
@tjazz41
@dreddyclinic

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
@pharmaprodigy
@dominickmsolo1
@m_t_a1976

Top Tweeters in G7:
@chidambara09
@artificialbra1n
@calcaware
@education_24x7
@greentechdon
@evidencerobot
@dohbee
@12milegeo
@manifattura40
@nvsdata

Top Tweeters in G8:
@jimmyroybloom
@torontostar
@boblister_poole
@realdidieruk
@jefferson_mfg
@statnews
@raspaplusdevi
@bayley1978
@economistevents
@margiesherlock

Top Tweeters in G9:
@trilubiusgrow
@lifesciencevie
@unileiden
@tine_boe
@mdpiopenaccess
@mscactions
@umbertomalapel1
@eth_en
@cd_aacr
@infectognostics

Top Tweeters in G10:
@hubofml
@oncoalert
@aleneziahmed1
@scserendipity1
@drjavallejo
@lorrain02859519
@hs_aman
@christianrolfo
@saronita2008
@lorraineelder8