personalizedmedicine, Twitter, 7/8/2022 2:38:38 AM, 279163


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personalizedmedicine_2022-07-07_19-20-06.xlsx
personalizedmedicine_2022-07-07_19-20-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 08, 2022
Short Description:
personalizedmedicine via NodeXL https://bit.ly/3NZou8M
@precisionmedbot
@rafael52987
@hephaistos_ai
@dhpsp
@journalofnucmed
@pvg_mcgill
@permedcoalition
@alfons_valencia
@this0499154500
@itn_tipat

Top hashtags:
#personalizedmedicine
#digitalhealth
#datascience

Description:
Description
The graph represents a network of 1,745 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, 08 July 2022 at 02:23 UTC.

The requested start date was Friday, 08 July 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 127-day, 8-hour, 54-minute period from Tuesday, 01 March 2022 at 13:57 UTC to Wednesday, 06 July 2022 at 22:51 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 : 1745
Unique Edges : 1606
Edges With Duplicates : 4519
Total Edges : 6125
Number of Edge Types : 5
Retweet : 1581
MentionsInRetweet : 2705
Replies to : 40
Mentions : 1165
Tweet : 634
Self-Loops : 658
Reciprocated Vertex Pair Ratio : 0.0477657935285054
Reciprocated Edge Ratio : 0.0911764705882353
Connected Components : 208
Single-Vertex Connected Components : 102
Maximum Vertices in a Connected Component : 1214
Maximum Edges in a Connected Component : 5317
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.904991
Graph Density : 0.000893772508609132
Modularity : 0.393388
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,745 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, 08 July 2022 at 02:23 UTC.

The requested start date was Friday, 08 July 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 127-day, 8-hour, 54-minute period from Tuesday, 01 March 2022 at 13:57 UTC to Wednesday, 06 July 2022 at 22:51 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:
[98] https://medicaltransformationcenter.com/personalized-medicine/
[21] https://doi.org/10.2967/jnumed.122.263856
[18] https://doi.org/10.2967/jnumed.122.264207
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272877
[13] https://rejuve.ai/
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274822
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274089
[10] https://www.acc.org/Education-and-Meetings/Meetings/Meeting-Items/2022/01/01/01/03/2022-Cardiovascular-Precision-Medicine?utm_medium=social&utm_source=twitter_post&utm_campaign=precision_med
[9] https://www.marketsandmarkets.com/Market-Reports/asia-pacific-single-cell-analysis-market-257201069.html
[9] https://www.visualcapitalist.com/synthetic-biology-3-6-trillion-change-life/

Top URLs in Tweet in G1:
[98] https://medicaltransformationcenter.com/personalized-medicine/
[7] https://www.jefferson.edu/PopHealthSpeakerSeries
[5] https://www.news-medical.net/health/Population-Sequencing-for-Personalized-Medicine.aspx
[4] https://www.alviss.ai/fullpage/4295596/3
[3] https://www.techcentral.ie/javier-floren-of-dnaverse-on-identity-as-art/
[3] https://rss.com/podcasts/pv-papers/482633/
[3] https://integratedconnects.com/
[2] https://www.medigy.com/news/2022/05/29/hitconsultant-phenomix-sciences-launches-obesity-biobanking-registry-studying-personalized-treatment-options-based-on-genetics/
[2] https://www.medigy.com/topic/himss-digital-health/
[2] https://www.medigy.com/news/2022/05/26/medicalfuturist-digital-twins-and-the-promise-of-personalized-medicine/

Top URLs in Tweet in G2:
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272877
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274822
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274089
[5] https://medcitynews.com/2022/03/digital-tech-for-mental-care-grows-as-way-to-help-patients-navigate-health-deserts/
[4] https://pubmed.ncbi.nlm.nih.gov/32638548/
[2] https://www.personalizemymedicine.com/2021/11/01/huntingtons-disease-prevention-and-current-innovations-in-treatment/
[2] https://twitter.com/rafael52987/status/1539603884578054145
[2] https://aipocrates.org/2022/04/24/en-busca-de-la-mejor-herramienta-para-hacer-el-analisis-de-datos/
[2] https://aipocrates.org/2022/06/12/medicos-y-computadores/
[2] https://twitter.com/rafael52987/status/1516048345839640578

Top URLs in Tweet in G3:
[6] https://www.linkedin.com/company/biogenomics-consulting/
[6] https://www.marketsandmarkets.com/Market-Reports/single-cell-analysis-market-171955254.html
[5] https://www.news-medical.net/news/20220403/Human-genome-sequenced-in-its-entirety-for-the-first-time.aspx
[4] https://www.marketsandmarkets.com/Market-Reports/asia-pacific-single-cell-analysis-market-257201069.html
[3] https://www.bdglifesciences.com/workshops-online
[3] https://www.youtube.com/watch?v=YJeAiDUpvy0&feature=youtu.be

[3] https://www.hartwigmedicalfoundation.nl/en/database/
[3] https://medisapiens.com/articles/why-curating-phenotypic-data-is-crucial-to-advancing-genomic-medicine/
[2] https://www.prnewswire.com/news-releases/genome-editinggenome-engineering-market-worth-11-7-billion-by-2026--exclusive-report-by-marketsandmarkets-301428916.html
[2] https://www.marketsandmarkets.com/Market-Reports/digital-pathology-market-844.html

Top URLs in Tweet in G4:
[3] https://www.prescouter.com/2022/05/cellular-reprogramming-personalized-medicine-for-each-patient-and-each-disease/
[3] https://www.lek.com/insights/ei/looking-ahead-diagnostics-and-research-tools-key-trends-impacting-industry
[2] https://phys.org/news/2022-03-scientists-genetic-sequencing.html
[2] https://emed.news/new-precision-medicine-tool-discovers-hidden-genetic-connections/
[1] https://pgdx.shp.so/a/UqVaU1
[1] https://www.linkedin.com/feed/update/urn:li:share:6905284285100650496
[1] http://CVSoci.al/5VGpduzr
[1] https://www.workindeeptech.com/record/recQ0JJKLAwfHLo3w?sId=yh3G1_L-__3F
[1] https://twitter.com/genome_gov/status/1500879023819350020?s=20&t=m7woWTAASbOTZFNbOx1PhQ
[1] https://www.nejm.org/doi/full/10.1056/NEJMp2115149?cookieSet=1

Top URLs in Tweet in G5:
[4] https://fishawack.com/news/6-trends-shaping-the-future-of-personalized-medicine?utm_source=twitter&utm_medium=social
[2] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzYxNTMzNw==
[2] https://www.brinter.com/press-and-news/bioprinting-events/
[2] https://zoom.us/webinar/register/WN_NLMfJ4J5SBKOoNV_EZmWvg
[2] https://www.brinter.com/press-and-news/bioprinting-webinars/
[1] https://www.personalizedmedicinecoalition.org/index.cfm
[1] https://twitter.com/permedcoalition/status/1527735757728718848
[1] https://twitter.com/permedcoalition/status/1527678832311840769
[1] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzU3NjAyMg==
[1] https://www.personalizedmedicinecoalition.org/News/Press_Releases/Bolstering_Personalized_Medicines_Evidence_Base_New_Economic_Modeling_Study_Shows_BroadBased_Genomic_Profiling_CostEffective_for_Diagnosing_Infants_With_Suspected_Rare_Genetic_Diseases

Top URLs in Tweet in G6:
[3] https://journals.sagepub.com/doi/full/10.1177/09636625221080535
[1] https://www.hitechnectar.com/blogs/digital-twin-technology-healthcare/?utm_source=TW&utm_medium=SM&utm_campaign=SB

Top URLs in Tweet in G7:
[2] https://doi.org/10.2967/jnumed.122.264207
[2] https://doi.org/10.2967/jnumed.122.263856
[1] https://twitter.com/JackWestMD/status/1401262931786956803
[1] https://twitter.com/asco/status/1530005873464156160
[1] https://twitter.com/nicolekuderer/status/1526971451055624192
[1] https://twitter.com/weoncologists/status/1533108038063751168
[1] https://www.pmwcintl.com/speaker/timo-kanninen_bc-platforms_2022sv?utm_content=212321355&utm_medium=social&utm_source=twitter&hss_channel=tw-2348499854
[1] https://careers.bcplatforms.com/jobs/1690947-product-owner-personalized-medicine-platform-finnish-required?utm_content=207380341&utm_medium=social&utm_source=twitter&hss_channel=tw-2348499854
[1] http://unifiedpatientnetwork.org/?utm_source=twitter&utm_medium=organic+social&utm_campaign=PMWC22

Top URLs in Tweet in G8:
[19] https://doi.org/10.2967/jnumed.122.263856
[16] https://doi.org/10.2967/jnumed.122.264207
[6] http://www.snmmi.org/NewsPublications/NewsDetail.aspx?ItemNumber=40989
[3] https://doi.org/10.2967/jnumed.122.263989
[1] https://doi.org/10.2967/jnumed.121.263758
[1] https://therapy.snmmi.org/SNMMI-THERAPY/2022_Therapeutics_Conference_/SNMMI-THERAPY/2021_Therapeutics_Conference_Pages/2021_Therapeutics_Conference.aspx?hkey=d088077c-bbff-4de6-98ad-8e0c83f78630
[1] http://s3.amazonaws.com/rdcms-snmmi/files/production/public/FileDownloads/Pathways-February-2022.pdf

Top URLs in Tweet in G9:
[6] https://www.ukri.org/news/uk-biobank-sequences-whole-genomes-of-200000-participants/
[1] https://www.news-medical.net/health/Population-Sequencing-for-Personalized-Medicine.aspx

Top URLs in Tweet in G10:
[6] https://www.tickettailor.com/events/rebootcommunicationsltd/695382
[3] https://www.marketsandmarkets.com/Market-Reports/in-vivo-toxicology-testing-market-105308811.html
[3] https://www.marketsandmarkets.com/Market-Reports/cell-culture-media-market-97468536.html
[3] https://www.marketsandmarkets.com/Market-Reports/asia-pacific-single-cell-analysis-market-257201069.html
[1] https://www.frontiersin.org/articles/10.3389/fnins.2021.685872/full#T1
[1] https://www.advancingbioelectronicmedicine.org/live-talks
[1] https://www.marketsandmarkets.com/Market-Reports/cancer-diagnostics-market-186559121.html
[1] https://twitter.com/PNASNews/status/1503778252992692228
[1] https://www.pnas.org/doi/10.1073/pnas.2203033119?utm_source=twitter&utm_medium=social&utm_term=pnasnews&utm_content=46933dd0-a361-4ae6-b590-ff69951c6b3d&utm_campaign=hootsuite
[1] https://www.pnas.org/post/journal-club/personalized-medicine-makes-foray-into-fight-against-antibiotic-resistance?utm_source=twitter&utm_medium=social&utm_term=pnasnews&utm_content=ef439ae8-d955-4ddb-9d15-ebe3bf4ed654&utm_campaign=hootsuite

Top Domains
Top Domains in Tweet in Entire Graph:
[273] twitter.com
[98] medicaltransformationcenter.com
[47] doi.org
[37] nodexlgraphgallery.org
[33] marketsandmarkets.com
[19] linkedin.com
[18] youtube.com
[17] news-medical.net
[15] voicestorm.com
[13] rejuve.ai

Top Domains in Tweet in G1:
[98] medicaltransformationcenter.com
[15] voicestorm.com
[12] twitter.com
[8] medigy.com
[7] jefferson.edu
[5] news-medical.net
[5] marketsandmarkets.com
[5] alviss.ai
[5] linkedin.com
[4] healthcareitnews.com

Top Domains in Tweet in G2:
[208] twitter.com
[36] nodexlgraphgallery.org
[9] personalizemymedicine.com
[5] apple.com
[5] medcitynews.com
[5] nih.gov
[4] aipocrates.org
[2] marketsandmarkets.com
[2] youtube.com
[2] digitalpatientsafety.com

Top Domains in Tweet in G3:
[15] marketsandmarkets.com
[7] twitter.com
[6] linkedin.com
[5] news-medical.net
[4] hartwigmedicalfoundation.nl
[3] prnewswire.com
[3] bdglifesciences.com
[3] youtube.com
[3] medisapiens.com
[2] sciencedaily.com

Top Domains in Tweet in G4:
[7] twitter.com
[6] clinicallabmanager.com
[3] linkedin.com
[3] prescouter.com
[3] smh.re
[3] lek.com
[2] grandviewresearch.com
[2] phys.org
[2] emed.news
[1] shp.so

Top Domains in Tweet in G5:
[6] fishawack.com
[5] twitter.com
[5] informz.net
[5] personalizedmedicineconference.org
[4] brinter.com
[3] personalizedmedicinecoalition.org
[2] news-medical.net
[2] zoom.us
[1] cvent.com
[1] bit.ly

Top Domains in Tweet in G6:
[3] sagepub.com
[1] hitechnectar.com

Top Domains in Tweet in G7:
[4] doi.org
[4] twitter.com
[1] pmwcintl.com
[1] bcplatforms.com
[1] unifiedpatientnetwork.org

Top Domains in Tweet in G8:
[39] doi.org
[7] snmmi.org
[1] amazonaws.com

Top Domains in Tweet in G9:
[6] ukri.org
[1] news-medical.net

Top Domains in Tweet in G10:
[11] marketsandmarkets.com
[6] tickettailor.com
[4] pnas.org
[2] twitter.com
[2] impetusdigital.com
[1] frontiersin.org
[1] advancingbioelectronicmedicine.org
[1] nxtbook.com
[1] nature.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1664] personalizedmedicine
[391] digitalhealth
[328] datascience
[284] patientsafety
[264] publichealth
[263] precisionmedicine
[223] healthcare
[219] colombia
[216] ecuador
[213] peru



Top Hashtags in Tweet in G1:
[404] personalizedmedicine
[66] precisionmedicine
[41] healthcare
[34] digitalhealth
[32] transformlouisville
[29] datascience
[22] functionalmedicine
[19] publichealth
[18] ai
[16] healthit

Top Hashtags in Tweet in G2:
[401] personalizedmedicine
[318] digitalhealth
[283] datascience
[271] patientsafety
[242] publichealth
[211] colombia
[208] ecuador
[205] peru
[181] bolivia
[166] venezuela

Top Hashtags in Tweet in G3:
[78] personalizedmedicine
[24] genomics
[20] keynotespeakers
[20] escs2022
[18] research
[13] bioinformatics
[13] biotechnology
[13] healthcare
[10] innovation
[9] machinelearning

Top Hashtags in Tweet in G4:
[116] personalizedmedicine
[14] precisionmedicine
[13] healthcare
[9] health
[6] molecularimaging
[5] biomarkers
[5] digitalhealth
[4] medicine
[4] medicalsciences
[4] ngs

Top Hashtags in Tweet in G5:
[93] personalizedmedicine
[30] permedconf
[20] precisionmedicine
[16] fh
[15] fishawackhealth
[14] pmconf
[4] bioprinting
[4] 3dbioprinting
[3] covid19
[2] healthcare

Top Hashtags in Tweet in G6:
[53] ai
[52] augmentedreality
[52] quantumcomputing
[10] personalizedmedicine
[8] healthcare
[5] innovative
[5] technologies
[3] digitaltwintechnology
[3] industry
[3] digitaltransformation

Top Hashtags in Tweet in G7:
[30] personalizedmedicine
[10] radiationoncology
[9] supponc
[8] asco22
[8] pmwc22
[6] globonc
[4] florianscotte
[3] bcsm
[2] nsclc
[2] survonc

Top Hashtags in Tweet in G8:
[24] personalizedmedicine
[7] snmmi
[3] nuclearmedicine
[1] nucmed
[1] nets
[1] petct
[1] covid19
[1] prrt
[1] netcancer
[1] neuroendocrinetumor

Top Hashtags in Tweet in G9:
[38] personalizedmedicine
[37] dementia
[6] biobank
[2] medicine
[2] research
[1] alzheimers
[1] population
[1] tool
[1] genetic
[1] genomics

Top Hashtags in Tweet in G10:
[38] personalizedmedicine
[10] precisionmedicine
[9] healthcare
[9] cancer
[7] innovation
[7] geneticdiversity
[6] genomics
[6] biotechnology
[6] race
[5] learnonething

Top Words
Top Words in Tweet in Entire Graph:
[1664] #personalizedmedicine
[391] #digitalhealth
[328] #datascience
[284] #patientsafety
[275] rafael52987
[264] #publichealth
[263] #precisionmedicine
[223] #healthcare
[223] more
[219] #colombia

Top Words in Tweet in G1:
[404] #personalizedmedicine
[86] more
[81] call
[71] medicine
[67] find
[66] #precisionmedicine
[64] personalized
[57] healthcare
[51] today
[50] visit

Top Words in Tweet in G2:
[401] #personalizedmedicine
[318] #digitalhealth
[283] #datascience
[271] #patientsafety
[242] #publichealth
[238] rafael52987
[211] #colombia
[208] #ecuador
[205] #peru
[181] #bolivia

Top Words in Tweet in G3:
[78] #personalizedmedicine
[29] more
[24] #genomics
[24] medicine
[24] opening
[23] alfons_valencia
[21] symposium
[21] data
[20] confirmed
[20] #keynotespeakers

Top Words in Tweet in G4:
[116] #personalizedmedicine
[30] personalized
[30] medicine
[14] #precisionmedicine
[14] data
[13] more
[13] health
[13] #healthcare
[12] patients
[10] research

Top Words in Tweet in G5:
[93] #personalizedmedicine
[54] permedcoalition
[30] #permedconf
[29] patient
[27] personalized
[25] conference
[23] medicine
[20] #precisionmedicine
[16] more
[16] #fh

Top Words in Tweet in G6:
[53] #ai
[52] #augmentedreality
[52] #quantumcomputing
[48] wef
[48] change
[47] 10
[47] innovative
[47] tech
[47] world
[44] yuhelenyu

Top Words in Tweet in G7:
[30] #personalizedmedicine
[12] amazing
[12] work
[10] bring
[10] #radiationoncology
[10] andyzwang
[10] utswcancer
[10] paper
[10] naturenano
[9] montypal

Top Words in Tweet in G8:
[41] journalofnucmed
[38] know
[24] #personalizedmedicine
[19] lower
[19] activity
[19] need
[19] much
[19] higher
[19] go
[18] #p

Top Words in Tweet in G9:
[38] #personalizedmedicine
[37] #dementia
[36] please
[36] re
[36] tweet
[36] terrific
[36] infographic
[36] exploring
[36] image
[36] 3spirituknz

Top Words in Tweet in G10:
[38] #personalizedmedicine
[21] more
[14] need
[13] pnasnews
[12] research
[12] opinion
[12] piece
[11] hlthcaresumm
[11] future
[11] read

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[289] #digitalhealth,#personalizedmedicine
[279] #personalizedmedicine,#patientsafety
[263] #datascience,#digitalhealth
[249] #publichealth,#datascience
[216] #colombia,#ecuador
[213] #ecuador,#peru
[185] #peru,#bolivia
[175] #patientsafety,sciencecommuni2
[170] #bolivia,#venezuela
[167] #venezuela,#chile

Top Word Pairs in Tweet in G1:
[67] #personalizedmedicine,call
[49] personalized,medicine
[43] visit,website
[35] #precisionmedicine,#personalizedmedicine
[35] call,today
[26] today,find
[25] many,healthcare
[25] healthcare,organizations
[25] organizations,talk
[25] talk,focused

Top Word Pairs in Tweet in G2:
[270] #digitalhealth,#personalizedmedicine
[268] #personalizedmedicine,#patientsafety
[247] #datascience,#digitalhealth
[232] #publichealth,#datascience
[208] #colombia,#ecuador
[205] #ecuador,#peru
[181] #peru,#bolivia
[169] #patientsafety,sciencecommuni2
[166] #bolivia,#venezuela
[163] #venezuela,#chile

Top Word Pairs in Tweet in G3:
[20] confirmed,#keynotespeakers
[20] #keynotespeakers,#escs2022
[20] #escs2022,alfons_valencia
[20] alfons_valencia,opening
[20] opening,symposium
[20] symposium,anaconesa
[19] iscb_escs,confirmed
[19] anaconesa,closi
[17] read,more
[15] single,cell

Top Word Pairs in Tweet in G4:
[20] personalized,medicine
[7] learn,more
[6] #personalizedmedicine,#precisionmedicine
[5] #precisionmedicine,#personalizedmedicine
[4] next,generation
[4] precision,medicine
[4] research,tools
[3] patients,#personalizedmedicine
[3] generation,sequencing
[3] more,#personalizedmedicine

Top Word Pairs in Tweet in G5:
[20] personalized,medicine
[12] medicine,conference
[12] #personalizedmedicine,conference
[12] #fh,#fishawackhealth
[10] gene,therapies
[9] 16th,annual
[9] 3d,bioprinting
[7] #fishawackhealth,#precisionmedicine
[7] thanks,permedcoalition
[6] 28,#personalizedmedicine

Top Word Pairs in Tweet in G6:
[52] #augmentedreality,#ai
[52] #ai,#quantumcomputing
[47] 10,innovative
[47] innovative,tech
[47] tech,change
[47] change,world
[47] world,wef
[47] wef,#augmentedreality
[44] yuhelenyu,10
[44] #quantumcomputing,#personalizedmedici

Top Word Pairs in Tweet in G7:
[10] amazing,work
[10] work,bring
[10] bring,#personalizedmedicine
[10] #personalizedmedicine,#radiationoncology
[10] #radiationoncology,andyzwang
[10] andyzwang,utswcancer
[10] utswcancer,paper
[10] paper,naturenano
[9] montypal,amazing
[6] #globonc,#supponc

Top Word Pairs in Tweet in G8:
[19] know,lower
[19] lower,activity
[19] activity,need
[19] need,know
[19] know,much
[19] much,higher
[19] higher,go
[18] journalofnucmed,know
[18] go,#p
[16] targeting,cxcr4

Top Word Pairs in Tweet in G9:
[36] please,re
[36] re,tweet
[36] tweet,terrific
[36] terrific,infographic
[36] infographic,exploring
[36] exploring,#personalizedmedicine
[36] #personalizedmedicine,#dementia
[36] #dementia,image
[36] image,3spirituknz
[35] lead_coalition,please

Top Word Pairs in Tweet in G10:
[12] opinion,piece
[11] read,more
[9] clinical,research
[9] research,studies
[9] pnasnews,opinion
[8] need,include
[8] include,more
[8] more,individuals
[7] piece,insufficient
[7] insufficient,#geneticdiversity

Top Replied-To
Top Replied-To in Entire Graph:
@publichealthbot
@hlthcaresumm
@livescience_t
@zoezermatt
@doningber
@drnirlipsman
@pmm_2022
@jeffreyshaman
@cathi_meyer
@drwoodcockfda

Top Replied-To in G2:
@publichealthbot
@livescience_t
@pmm_2022
@cnnradiolaplata
@caracolradio
@glfceo

Top Replied-To in G3:
@vanallenlab
@founderuni
@sciencemagazine

Top Replied-To in G5:
@drwoodcockfda

Top Replied-To in G7:
@aaoncoclinica

Top Replied-To in G10:
@hlthcaresumm

Top Mentioned
Top Mentioned in Entire Graph:
@rafael52987
@sciencecommuni2
@publichealthbot
@permedcoalition
@dhpsp
@_inpst
@rajeevksingla
@harvinder_garg
@livescience_t
@wef

Top Mentioned in G1:
@rafael52987
@medtansformcen
@publichealthbot
@cdw_healthcare
@permedcoalition
@drdanielwiznia
@yalemed
@sciencecommuni2
@jeffersonjcph
@integratedco

Top Mentioned in G2:
@rafael52987
@sciencecommuni2
@publichealthbot
@dhpsp
@_inpst
@rajeevksingla
@harvinder_garg
@livescience_t
@stefaniaarciell
@insightrx

Top Mentioned in G3:
@alfons_valencia
@anaconesa
@iscb_escs
@hartwigmedical
@gregbiogenomics
@gajanans7
@sciencemagazine
@unc
@stenoomics
@k

Top Mentioned in G5:
@permedcoalition
@wearebrinter
@octavebio
@drwoodcockfda
@kitepharma
@us_fda
@drabernethyfda
@verilylifesci
@olarisbor
@vumchealth

Top Mentioned in G6:
@wef
@yuhelenyu
@hitechnectar
@wearablesexpert
@mest_cph_uni
@scipublic
@mike_kunkle
@paulmiller
@fabriziobustama
@cybersecboardrm

Top Mentioned in G7:
@andyzwang
@utswcancer
@naturenano
@montypal
@maryam_lustberg
@viveksubbiah
@alexdrilon
@ascopost
@charuaggarwalmd
@journalofnucmed

Top Mentioned in G8:
@journalofnucmed
@snm_mi
@globeseek
@thomashopemd

Top Mentioned in G9:
@3spirituknz
@lead_coalition
@garu
@biobankingcom
@garuth_chalfont
@newsmedical

Top Mentioned in G10:
@pnasnews
@hlthcaresumm
@bioshealth
@oncidiumfoundat
@impetus_digital
@hglorikian
@uclmedphys
@aabm_coalition
@henricrobert
@wendykchung

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@ejlazar
@cybersecurityn8
@thedeveloperbot
@jfsebastian146
@evankirstel
@vonrosenchild
@jilliemary
@fabriciosx

Top Tweeters in G1:
@chidambara09
@valenciaplaza
@hiringcare
@gdprai
@fastcompany
@teunemans
@dreddyclinic
@phoneguymark
@berci
@genperisi

Top Tweeters in G2:
@sectest9
@cybersecurityn8
@thedeveloperbot
@jfsebastian146
@evankirstel
@fabriciosx
@biofares
@noticiascaracol
@caracolradio
@codewithtwitchi

Top Tweeters in G3:
@vonrosenchild
@thecuriousluke
@hubbucket
@pardoe_ai
@skatiq3
@dnaed_tech
@compchembiobot
@jan3106
@mgg_2012
@singlecellmedia

Top Tweeters in G4:
@fatimacherkasov
@davrola
@tacitwr
@drnitinchaube
@adamtabriz
@oncologytimes
@newswiretoday
@technavio
@advancedmd
@liebertpub

Top Tweeters in G5:
@ajmc_journal
@vumchealth
@bcbsm
@3dheals
@change_hc
@grbj
@harvardhbs
@margiesherlock
@intermountain
@kidneypatients

Top Tweeters in G6:
@ejlazar
@botfemale
@pythonroboto
@yukinari230
@b0tsci
@maperez324
@ennomnom
@fabriziobustama
@wef
@hernangraffe

Top Tweeters in G7:
@pollinus66
@nicolekuderer
@glopesmd
@asco
@sorena997
@ascopost
@gary_lyman
@itsnot_pink
@mayocancercare
@viveksubbiah

Top Tweeters in G8:
@clearwaterbk
@aleneziahmed1
@alokdoctor
@envywithnyang
@medicalscitech
@drjavallejo
@baderhz
@carrerasdelgado
@snm_mi
@josephvacca

Top Tweeters in G9:
@jilliemary
@mainchannel_
@andrewmorrisuk
@klovesnature
@agitatorsneeded
@dazza70smith
@thompsonb2569
@hydeblizzardbox
@foxyjackiebrown
@mattjorg4543446

Top Tweeters in G10:
@marciasgreen
@cytosine_37
@saubashyasur
@xiquitabacana
@pnasnews
@antibioticsbot
@morganapertile
@gregspievak
@shea_epi
@joannehackett00