personalizedmedicine, Twitter, 12/16/2022 3:26:01 AM, 286382


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personalizedmedicine_2022-12-15_19-20-06.xlsx
personalizedmedicine_2022-12-15_19-20-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 16, 2022
Short Description:
personalizedmedicine via NodeXL https://bit.ly/3uWBftC
@precisionmedbot
@snm_mi
@rafael52987
@permedcoalition
@thehdsr
@binfotrends
@godfrey_g_
@kodurivijayiarc
@drsarahgarner
@joana_ut

Top hashtags:
#personalizedmedicine
#digitalhealth
#datascience
#ai

Description:
Description
The graph represents a network of 1,149 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, 16 December 2022 at 03:22 UTC.

The requested start date was Friday, 16 December 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 104-day, 6-hour, 9-minute period from Thursday, 01 September 2022 at 11:17 UTC to Wednesday, 14 December 2022 at 17:27 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 : 1149
Unique Edges : 970
Edges With Duplicates : 2532
Total Edges : 3502
Number of Edge Types : 5
Retweet : 908
MentionsInRetweet : 1427
Mentions : 689
Tweet : 441
Replies to : 37
Self-Loops : 455
Reciprocated Vertex Pair Ratio : 0.0736842105263158
Reciprocated Edge Ratio : 0.137254901960784
Connected Components : 217
Single-Vertex Connected Components : 109
Maximum Vertices in a Connected Component : 650
Maximum Edges in a Connected Component : 2678
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.724362
Graph Density : 0.00115992394537895
Modularity : 0.411655
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,149 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, 16 December 2022 at 03:22 UTC.

The requested start date was Friday, 16 December 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 104-day, 6-hour, 9-minute period from Thursday, 01 September 2022 at 11:17 UTC to Wednesday, 14 December 2022 at 17:27 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:
[72] https://medicaltransformationcenter.com/personalized-medicine/
[16] https://www.psychologytoday.com/za/blog/the-future-brain/202212/ai-and-multiomics-identify-cancer-biomarker-and-drug-target
[14] https://aipocrates.org/2022/09/04/como-construir-un-departamento-de-inteligencia-artificial-clinica/
[13] https://doi.org/10.2967/jnumed.121.262305
[12] http://www.snmmi.org/NewsPublications/NewsDetail.aspx?ItemNumber=41881
[11] https://pmandthepatient.org/
[7] https://www.psychologytoday.com/us/blog/the-future-brain/202212/ai-and-multiomics-identify-cancer-biomarker-and-drug-target
[7] https://www.investdnalabs.com/
[5] https://www.gruposolti.org/events/envisionsummit2022/
[5] https://lung-health.org/

Top URLs in Tweet in G1:
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-03676-7
[1] https://www.m2gen.com/
[1] https://twitter.com/EU_AfricaPerMed/status/1562410356319965185
[1] https://www.medisca.com/resources/blog/what-you-need-to-know-for-your-thyroid-patients
[1] https://xtalks.com/genedrives-genetic-test-can-prevent-hearing-loss-in-babies-through-personalized-treatment-3038/?utm_source=social&utm_medium=news
[1] https://docsf.health/2022/09/spotlight-on-interoperability/
[1] https://www.surgeonslab.com/product-surgtrain/
[1] https://www.thewellbio.com/research-highlights/inhibition-of-cdk7-dependent-transcriptional-addiction-is-a-potential-therapeutic-target-in-synovial-sarcoma/
[1] https://twitter.com/CancerWorldmag/status/1572587382389739520
[1] https://www.merckgroup.com/en/expertise/vibrant-thoughts/personalizing-management-of-growth-hormone-therapy.html

Top URLs in Tweet in G2:
[72] https://medicaltransformationcenter.com/personalized-medicine/
[5] https://lung-health.org/
[3] https://lung-health.org/2023/?page_id=52
[3] https://www.ikanbiotech.com/personalized-medicine/
[2] https://lung-health.org/2023/?page_id=43
[2] https://www.beckershospitalreview.com/disruptors/cvs-health-partners-with-digital-health-company-on-at-home-testing.html?origin=LabE&utm_source=LabE&utm_medium=email&utm_content=newsletter&oly_enc_id=3368E6980923A1W
[2] https://www.beckershospitalreview.com/lab/gc-labtech-1health-io-partner-to-deliver-new-lab-tests-to-consumers.html?origin=LabE&utm_source=LabE&utm_medium=email&utm_content=newsletter&oly_enc_id=3368E6980923A1W
[2] https://sites.google.com/view/amazing-services/home/gigs/fix-google-merchant-center-suspension?coupon=1663024162
[2] https://discoverysedge.mayo.edu/2022/09/02/designing-personalized-vaccines-to-combat-cancer/
[2] https://twitter.com/EricTopol/status/1576244552934912000

Top URLs in Tweet in G3:
[12] https://aipocrates.org/2022/09/04/como-construir-un-departamento-de-inteligencia-artificial-clinica/
[3] https://twitter.com/rafael52987/status/1574371319982039043
[3] https://twitter.com/rafael52987/status/1579834472127926272
[2] https://twitter.com/rafael52987/status/1567338126808342529
[2] https://twitter.com/rafael52987/status/1567488384762781696
[2] https://twitter.com/rafael52987/status/1567633571401154562
[2] https://twitter.com/rafael52987/status/1567845979176505344
[2] https://twitter.com/rafael52987/status/1567993643285319682
[2] https://twitter.com/rafael52987/status/1568204929948418053
[2] https://twitter.com/rafael52987/status/1569298837361000452

Top URLs in Tweet in G4:
[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
[2] https://www.frontiersin.org/articles/10.3389/fimmu.2022.989556/full?&utm_source=Email_to_authors_&utm_medium=Email&utm_content=T1_11.5e1_author&utm_campaign=Email_publication&field=&journalName=Frontiers_in_Immunology&id=989556
[2] https://www.mdpi.com/1422-0067/23/18/10605
[2] https://bit.ly/3Ukol2Z
[1] https://www.psychologytoday.com/us/blog/the-future-brain/202212/ai-and-multiomics-identify-cancer-biomarker-and-drug-target
[1] https://www.linkedin.com/feed/update/urn:li:ugcPost:7007770513569705984
[1] https://www.halodx.com/blog/dr-hancock-of-halo-diagnostics-presents-at-arizona-radiology-society/
[1] https://www.halodx.com/
[1] https://www.drkarafitzgerald.com/2022/11/08/the-latest-in-organic-acid-testing-what-clinicians-should-know-about-metabolomics/

Top URLs in Tweet in G5:
[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.122.264832
[1] https://doi.org/10.2967/jnumed.122.264394
[1] https://doi.org/10.2967/jnumed.122.264567
[1] https://doi.org/10.2967/jnumed.122.264835
[1] https://bit.ly/3BacbSn
[1] https://www.snmmi.org/NewsPublications/NewsDetail.aspx?ItemNumber=42104
[1] http://www.snmmi.org/MIRD2022
[1] https://bit.ly/3eM6YbS

Top URLs in Tweet in G6:
[10] https://pmandthepatient.org/
[2] https://fishawack.com/news/6-trends-shaping-the-future-of-personalized-medicine?utm_source=twitter&utm_medium=social
[1] https://fishawack.com/news/6-trends-shaping-the-future-of-personalized-medicine?utm_source=linkedin&utm_medium=social
[1] https://lp.diaceutics.com/understanding-the-challenges-the-precision-medicine-industry-faces-in-ensuring-every-patient-receives-the-right-therapy-for-them-a-nsclc-case-study/
[1] https://twitter.com/Diaceutics/status/1594689343377051648
[1] https://pmandthepatient.org/sessions/biology-and-beyond/
[1] https://rallyformedicalresearch.org/
[1] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzczODE1NA==
[1] https://pmandthepatient.org/sessions/diversity-equity-inclusion-personalized-medicine/
[1] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9Mzc2NjA3NA==

Top URLs in Tweet in G7:
[16] https://www.psychologytoday.com/za/blog/the-future-brain/202212/ai-and-multiomics-identify-cancer-biomarker-and-drug-target
[6] https://www.psychologytoday.com/us/blog/the-future-brain/202212/ai-and-multiomics-identify-cancer-biomarker-and-drug-target
[4] https://www.gruposolti.org/events/envisionsummit2022/
[1] https://aipocrates.org/2022/09/04/como-construir-un-departamento-de-inteligencia-artificial-clinica/
[1] https://www.forbes.com/sites/stephenibaraki/2022/11/27/top-2023-ieee-andrew-s-grove-awardee-stanfords-philip-wong-shares-deep-chips-insights/?sh=72fad52343f0
[1] https://www.esvyda.com/
[1] https://www.mckinsey.com/capabilities/operations/our-insights/digital-twins-what-could-they-do-for-your-business?cid=soc-web
[1] https://twitter.com/enilev/status/1599256933281583104/photo/1
[1] https://twitter.com/David_Gloriam/status/1588102314509869056
[1] https://twitter.com/joana_ut/status/1586593289419083777

Top URLs in Tweet in G8:
[2] https://rashorx.com/
[1] https://www.youtube.com/watch?v=5NEPgr2wLXg

[1] https://ecpc.org/pmam18/
[1] https://ecancer.org/en/news/22426-unleashing-the-power-of-public-health-genomics-and-diagnostics-and-treatment-for-all-at-the-launch-event-of-can-heal#.Y4d82NckBHk.twitter
[1] https://twitter.com/WHO_Europe/status/1568580532094500864
[1] https://www.youtube.com/shorts/RZjUdLXEzMw?app=desktop

[1] https://news.yahoo.com/us-therapy-wipes-cervical-cancer-two-women-005449170.html
[1] https://twitter.com/IRPatNIH/statuses/473867645352435713

Top URLs in Tweet in G9:
[2] https://www.empiricancer.com/e-slice
[1] https://houston.innovationmap.com/biohouston-rice-alliance-texas-life-science-forum-2658618713.html
[1] https://aacrjournals.org/cancerdiscovery/article/12/2/290/678492/Functional-Precision-Medicine-Putting-Drugs-on
[1] https://twitter.com/vivanglobal?s=11&t=byxOy92hkLEj45h91XdHTg
[1] https://www.mdpi.com/1718-7729/29/10/572

Top URLs in Tweet in G10:
[2] https://hdsr.mitpress.mit.edu/pub/pv2y77y3/release/1
[1] https://hdsr.mitpress.mit.edu/pub/dsu525z7/release/1
[1] https://hdsr.podbean.com/e/personalized-treatments-is-that-possible-and-what-can-data-science-tell-us/
[1] https://hdsr.mitpress.mit.edu/pub/g00qkur7
[1] https://hdsr.mitpress.mit.edu/pub/nqvadq0w/release/1
[1] https://hdsr.mitpress.mit.edu/pub/sfzyu2c5/release/2
[1] https://hdsr.mitpress.mit.edu/pub/b6efwlql/release/1
[1] https://twitter.com/TheHDSR/status/1567918505089171456

Top Domains
Top Domains in Tweet in Entire Graph:
[109] twitter.com
[72] medicaltransformationcenter.com
[24] psychologytoday.com
[18] doi.org
[15] aipocrates.org
[15] pmandthepatient.org
[14] snmmi.org
[13] linkedin.com
[13] lung-health.org
[12] nature.com

Top Domains in Tweet in G1:
[10] twitter.com
[8] linkedin.com
[7] nature.com
[2] businesswire.com
[2] statnews.com
[2] smh.re
[1] m2gen.com
[1] medisca.com
[1] xtalks.com
[1] docsf.health

Top Domains in Tweet in G2:
[72] medicaltransformationcenter.com
[13] lung-health.org
[6] twitter.com
[5] beckershospitalreview.com
[3] ikanbiotech.com
[2] mobihealthnews.com
[2] nih.gov
[2] medscape.com
[2] linkedin.com
[2] google.com

Top Domains in Tweet in G3:
[63] twitter.com
[13] aipocrates.org
[2] digitalpatientsafety.com
[2] lnkd.in

Top Domains in Tweet in G4:
[3] alliedmarketresearch.com
[3] zoho.com
[3] twitter.com
[2] halodx.com
[2] drkarafitzgerald.com
[2] frontiersin.org
[2] mdpi.com
[2] bit.ly
[1] psychologytoday.com
[1] linkedin.com

Top Domains in Tweet in G5:
[17] doi.org
[14] snmmi.org
[2] bit.ly
[1] youtube.com

Top Domains in Tweet in G6:
[14] pmandthepatient.org
[3] fishawack.com
[3] informz.net
[2] twitter.com
[2] youtube.com
[1] diaceutics.com
[1] rallyformedicalresearch.org
[1] zoom.us
[1] genengnews.com
[1] okt.to

Top Domains in Tweet in G7:
[22] psychologytoday.com
[4] gruposolti.org
[3] twitter.com
[1] aipocrates.org
[1] forbes.com
[1] esvyda.com
[1] mckinsey.com
[1] twimg.com

Top Domains in Tweet in G8:
[2] youtube.com
[2] rashorx.com
[2] twitter.com
[1] ecpc.org
[1] ecancer.org
[1] yahoo.com

Top Domains in Tweet in G9:
[2] empiricancer.com
[1] innovationmap.com
[1] aacrjournals.org
[1] twitter.com
[1] mdpi.com

Top Domains in Tweet in G10:
[7] mit.edu
[1] podbean.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[902] personalizedmedicine
[148] digitalhealth
[112] datascience
[90] ai
[76] machinelearning
[74] dhpsp
[71] publichealth
[69] precisionmedicine
[66] healthcareai
[65] artificialintelligence



Top Hashtags in Tweet in G1:
[122] personalizedmedicine
[15] precisionmedicine
[8] compoundingpharmacy
[8] compounding
[7] healthcare
[7] medicine
[7] custommedications
[6] oncology
[6] research
[6] womenshealth

Top Hashtags in Tweet in G2:
[216] personalizedmedicine
[30] asthma
[26] genomics
[26] transformlouisville
[24] healthcare
[17] precisionmedicine
[17] hyderabad
[16] copd
[16] lung
[16] pneumology

Top Hashtags in Tweet in G3:
[128] digitalhealth
[99] datascience
[92] personalizedmedicine
[72] dhpsp
[65] publichealth
[60] healthcareai
[59] machinelearning
[57] appstoreexpert
[57] productsbranding
[57] googleads

Top Hashtags in Tweet in G4:
[34] personalizedmedicine
[20] genomics
[7] genetics
[7] covid19
[7] bioinformatics
[6] understandgenomics
[6] drugdiscovery
[6] researchdayinsight
[5] multiomics
[5] geneexpression

Top Hashtags in Tweet in G5:
[26] prostatecancer
[18] snmmi
[12] personalizedmedicine
[12] nuclearmedicine
[3] nucmed
[3] rptherapy
[1] molecularimaging
[1] netcancer
[1] jnuclmed
[1] dosimetry

Top Hashtags in Tweet in G6:
[54] personalizedmedicine
[10] precisionhealth
[3] precisionmedicine
[3] fh
[3] fishawackhealth
[2] pmconf
[2] hupo2022
[1] patientengagement
[1] pmc
[1] closethegap

Top Hashtags in Tweet in G7:
[27] personalizedmedicine
[24] ai
[21] cancer
[17] multiomics
[17] biomarker
[10] medtech
[7] digitalhealth
[6] algorithm
[3] healthcareai
[3] smarthit

Top Hashtags in Tweet in G8:
[22] personalizedmedicine
[4] healthcare
[3] pharmacogenomics
[3] rashorx
[2] patientsafety
[2] physician
[2] doctors
[2] healthcareinnovation
[2] health
[2] clinic

Top Hashtags in Tweet in G9:
[24] personalizedmedicine
[11] ai
[11] crispr
[11] precisiononcology
[7] longevity
[7] antiaging
[7] aging
[7] drugdiscovery
[7] drugdevelopment
[7] sequencing

Top Hashtags in Tweet in G10:
[11] personalizedmedicine
[4] datascience
[3] hdsrpodcast
[1] clinicaltrials
[1] als

Top Words
Top Words in Tweet in Entire Graph:
[896] #personalizedmedicine
[159] more
[152] personalized
[148] #digitalhealth
[132] health
[123] rafael52987
[115] medicine
[112] #datascience
[95] patients
[93] join

Top Words in Tweet in G1:
[122] #personalizedmedicine
[17] more
[15] #precisionmedicine
[14] personalized
[13] medicine
[13] patients
[8] cancer
[8] read
[8] genetic
[8] research

Top Words in Tweet in G2:
[216] #personalizedmedicine
[72] žð
[70] call
[69] more
[44] website
[40] visit
[37] šð
[35] find
[35] learn
[31] medicine

Top Words in Tweet in G3:
[128] #digitalhealth
[107] rafael52987
[99] #datascience
[92] #personalizedmedicine
[72] #dhpsp
[67] publichealthbot
[65] #publichealth
[59] #machinelearning
[57] #appstoreexpert
[57] #productsbranding

Top Words in Tweet in G4:
[34] #personalizedmedicine
[20] #genomics
[17] dr
[13] research
[13] health
[13] cancer
[11] medicine
[10] thank
[10] life
[10] personalized

Top Words in Tweet in G5:
[46] journalofnucmed
[31] snm_mi
[31] psma
[31] therapy
[29] dosimetry
[26] imaging
[26] #prostatecancer
[25] radiopharmaceutical
[24] pet
[22] role

Top Words in Tweet in G6:
[54] #personalizedmedicine
[47] permedcoalition
[25] patient
[20] pmc
[17] today
[16] patients
[15] conference
[14] medicine
[14] summit
[14] personalized

Top Words in Tweet in G7:
[27] #personalizedmedicine
[24] #ai
[24] drug
[23] target
[23] identify
[22] tweetycami
[21] #cancer
[18] psychtoday
[17] esvyda
[17] #biomarker

Top Words in Tweet in G8:
[22] #personalizedmedicine
[8] levels
[8] outcomes
[8] three
[8] improve
[8] gastric
[8] applying
[8] primary
[8] cancer
[8] legacyh2020's

Top Words in Tweet in G9:
[24] #personalizedmedicine
[17] drug
[16] genomics
[12] right
[11] #ai
[11] #crispr
[11] #precisiononcology
[9] biotech2k1
[8] more
[8] rejuve_ai

Top Words in Tweet in G10:
[33] thehdsr
[28] issue
[20] trials
[16] data
[15] special
[15] introduces
[14] personalized
[14] single
[12] paper
[11] #personalizedmedicine

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[88] #digitalhealth,#personalizedmedicine
[78] personalized,medicine
[68] publichealthbot,#publichealth
[66] #publichealth,#datascience
[60] #appstoreexpert,#productsbranding
[60] #productsbranding,#googleads
[58] #healthcareai,#smarthit
[57] #datascience,#digitalhealth
[56] #meded,#telemednow
[55] #smarthit,#imagingai

Top Word Pairs in Tweet in G1:
[8] personalized,medicine
[7] #custommedications,#personalizedmedicine
[7] #compounding,#custommedications
[5] #precisionmedicine,#personalizedmedicine
[5] #hormonereplacementtherapy,#hormonereplacement
[5] #womenshealthandwellness,#hormonereplacementtherapy
[5] #personalizedmedicine,#precisionmedicine
[5] #hormonereplacement,#compounding
[4] #womenshealth,#womenshealthandwellness
[4] #compoundingpharmacy,#wellness

Top Word Pairs in Tweet in G2:
[42] #personalizedmedicine,call
[37] visit,website
[22] learn,more
[22] œð,žð
[22] call,today
[18] website,learn
[17] more,#transformlouisville
[17] thinking,#personalizedmedicine
[17] #personalizedmedicine,visit
[16] health,#personalizedmedicine

Top Word Pairs in Tweet in G3:
[84] #digitalhealth,#personalizedmedicine
[65] publichealthbot,#publichealth
[63] #publichealth,#datascience
[57] #productsbranding,#googleads
[57] #appstoreexpert,#productsbranding
[56] #datascience,#digitalhealth
[52] #healthcareai,#smarthit
[52] #googleads,#influencer
[51] #meded,#telemednow
[51] #smarthit,#imagingai

Top Word Pairs in Tweet in G4:
[9] ferrari,alberta
[9] bioaro's,launch
[9] met,number
[9] event,thankful
[9] thank,ferrari
[9] number,life
[9] hosting,bioaro's
[9] launch,event
[9] life,saving
[9] alberta,hosting

Top Word Pairs in Tweet in G5:
[26] psma,imaging
[21] profkherrmann,drmhofman
[21] #prostatecancer,profkherrmann
[21] elila74,stefanofanti4
[21] metastatic,#prostatecancer
[21] role,psma
[21] drmhofman,elila74
[21] imaging,metastatic
[20] journalofnucmed,role
[14] radiopharmaceutical,therapy

Top Word Pairs in Tweet in G6:
[14] personalized,medicine
[10] #personalizedmedicine,#precisionhealth
[10] discussed,needed
[10] needed,move
[10] permedcoalition,conference
[10] #precisionhealth,forward
[10] move,#personalizedmedicine
[10] conference,discussed
[9] dramyabernethy,permedcoalition
[8] pmc,today

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

Top Word Pairs in Tweet in G8:
[8] primary,aim
[8] outcomes,applying
[8] #personalizedmedicine,three
[8] legacyh2020's,primary
[8] applying,#personalizedmedicine
[8] cancer,outcomes
[8] three,levels
[8] gastric,cancer
[8] improve,gastric
[8] aim,improve

Top Word Pairs in Tweet in G9:
[7] #cholangiocarcinoma,greatdebatescme
[7] become,mainstream
[7] providing,updates
[7] #drugdiscovery,#drugdevelopment
[7] mainstream,part
[7] development,#longevity
[7] updates,#cholangiocarcinoma
[7] part,drug
[7] drug,development
[7] right,javlemilind

Top Word Pairs in Tweet in G10:
[15] special,issue
[14] issue,introduces
[12] thehdsr,special
[8] introduces,personalized
[8] fascinating,paper
[8] paper,issue
[8] science,scientific
[8] data,science
[8] investigation,individual
[8] personalized,data

Top Replied-To
Top Replied-To in Entire Graph:
@cubiomedinfo
@kargerhcp
@publichealthbot
@agingdoc1
@esvyda
@legacyh2020
@moderna_tx
@ampelbio
@elonmusk
@dr_r_kurzrock

Top Replied-To in G2:
@steelmaker65

Top Replied-To in G3:
@publichealthbot
@kargerhcp

Top Replied-To in G4:
@ampelbio

Top Replied-To in G5:
@nbcwashington
@nbcla

Top Replied-To in G6:
@doningber

Top Replied-To in G7:
@esvyda

Top Replied-To in G8:
@agingdoc1
@legacyh2020
@elonmusk
@jonlieffmd

Top Mentioned
Top Mentioned in Entire Graph:
@rafael52987
@publichealthbot
@permedcoalition
@journalofnucmed
@sciencecommuni2
@dhpsp
@thehdsr
@rajeevksingla
@snm_mi
@livescience_t

Top Mentioned in G1:
@technavio

Top Mentioned in G2:
@medtansformcen
@afismlunghealth
@jbelliz
@icpermed
@d_lamprou
@sid_healthcare
@rafael52987
@mirrakoi_
@khushboosgala
@nadeemyousafmd

Top Mentioned in G3:
@rafael52987
@publichealthbot
@sciencecommuni2
@dhpsp
@rajeevksingla
@harvinder_garg
@livescience_t
@inpst
@stefaniaarciell
@mesguich11

Top Mentioned in G4:
@uva
@bioaroinc
@ampelbio
@amrieampel
@isttumori
@genespectrum
@tumorij
@kodurivijayiarc
@vabio
@trovomics

Top Mentioned in G5:
@journalofnucmed
@snm_mi
@profkherrmann
@drmhofman
@elila74
@stefanofanti4
@nbc10boston
@ismaheel_lawal
@emoryuniversity
@uniklinikessen

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

Top Mentioned in G7:
@tweetycami
@psychtoday
@enilev
@esvyda
@rafael52987
@_solti
@ucph_research
@mckinsey
@publichealthbot
@ieeeawards

Top Mentioned in G8:
@legacyh2020
@who
@cancereu
@euapmbrussels
@agingdoc1
@nhgri_director
@nih
@nihdirector
@genome_gov
@elonmusk

Top Mentioned in G9:
@biotech2k1
@rejuve_ai
@javlemilind
@mdandersonnews
@greatdebatescme
@empiricancer
@cathyengmd
@tewarysandipan
@ricealliance
@rafael52987

Top Mentioned in G10:
@thehdsr
@mariolamoeyaert
@brownbiostats
@columbiamsph
@northwellhealth
@columbiamed
@columbiapsych
@brownevsynth
@brown_sph
@idasim

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@botraj1
@fabriciosx
@animesh1977
@codewithtwitchi
@education_24x7
@kimvie
@godfrey_g_
@thesecretjunio1
@ricardo_ik_ahau

Top Tweeters in G1:
@braincures
@vickyyyf
@drtechnoluis
@roboticsainews
@adamtabriz
@addictivebrain
@technavio
@jameskerwin9
@a
@istackpole

Top Tweeters in G2:
@kimvie
@manzanillamiel5
@venturebeat
@dreddyclinic
@copd_research
@precisionmedbot
@startupnewsind
@steelmaker65
@sid_healthcare
@amcollegegastro

Top Tweeters in G3:
@botraj1
@fabriciosx
@godfrey_g_
@thesecretjunio1
@full_bugs
@rosiaxbot
@enricofrasca3
@nvsdata
@sprint_code
@cosseaton

Top Tweeters in G4:
@xthebigdatabotx
@dnaed_tech
@compchembiobot
@openscitalk
@binfotrends
@uva
@nasm_99
@radissonblu
@uvahealthnews
@parpinellivo

Top Tweeters in G5:
@nbcla
@nbcwashington
@maxinepatterson
@ppoheisenberg
@nbc10boston
@immunonucmed
@aleneziahmed1
@drjavallejo
@fcarvalhaes
@emoryuniversity

Top Tweeters in G6:
@diezmikel_
@worldunivandsch
@genbio
@scottmacleod
@ourwaroncancer
@harbinbook
@sgkmacleod
@margiesherlock
@bostonchildrens
@harvardmed

Top Tweeters in G7:
@chidambara09
@animesh1977
@nicochan33
@forbes
@rldi_lamy
@spirosmargaris
@robotconsumer
@fabriziobustama
@pettet50
@mvollmer1

Top Tweeters in G8:
@who
@kgapo
@agingdoc1
@jonlieffmd
@elonmusk
@nih
@cancereu
@incliva_iis
@vhio
@genome_gov

Top Tweeters in G9:
@codewithtwitchi
@education_24x7
@pyscalellc
@pardoe_ai
@mdandersonnews
@biotech2k1
@cancerlinks
@mpompa23
@archna2011
@arodmdphd

Top Tweeters in G10:
@edventure9
@coreyryung
@columbiamsph
@johandh2o
@ericagroshen
@columbiapsych
@jaejaeykim2
@northwellhealth
@marist
@brown_sph


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