personalizedmedicine, Twitter, 4/3/2020 4:53:25 AM, 224316


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personalizedmedicine_2020-04-02_19-46-27.xlsx
personalizedmedicine_2020-04-02_19-46-27.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 03, 2020
Short Description:
personalizedmedicine via NodeXL https://bit.ly/2R4DM1m
@journalbio
@permedcoalition
@pmedcast
@repswalwell
@mayoclinic
@dnaed_tech
@axiomedix
@prof_brunt
@genomicsengland
@catalyticdata

Top hashtags:
#personalizedmedicine
#precisionmedicine
#cancer
#healthcare

Description:
Description
The graph represents a network of 1,088 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, 03 April 2020 at 02:47 UTC.

The requested start date was Friday, 03 April 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 61-day, 13-hour, 7-minute period from Saturday, 01 February 2020 at 02:34 UTC to Thursday, 02 April 2020 at 15:41 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 : 1088
Unique Edges : 1313
Edges With Duplicates : 405
Total Edges : 1718
Number of Edge Types : 4
Tweet : 293
Mentions : 407
MentionsInRetweet : 996
Replies to : 22
Self-Loops : 293
Reciprocated Vertex Pair Ratio : 0.05
Reciprocated Edge Ratio : 0.0952380952380952
Connected Components : 214
Single-Vertex Connected Components : 92
Maximum Vertices in a Connected Component : 320
Maximum Edges in a Connected Component : 732
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.377434
Graph Density : 0.00106539856052817
Modularity : 0.715619
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 1,088 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, 03 April 2020 at 02:47 UTC.

The requested start date was Friday, 03 April 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 61-day, 13-hour, 7-minute period from Saturday, 01 February 2020 at 02:34 UTC to Thursday, 02 April 2020 at 15:41 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:
[30] 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://personalizedmedicinemedia.com/2020/02/12/episode-006-immuno-oncology-training-immune-system-to-fight-cancer-dr-stefaan-van-gool/
[12] http://personalizedmedicinemedia.com/2020/03/04/episode-007-privacy-protection-in-the-age-of-personalized-medicine-dr-rachele-hendricks-sturrup/
[10] https://www.longdom.com/personalizedmedicine
[10] https://medicaltransformationcenter.com/personalized-medicine/
[8] https://www.mycme.com/courses/molecular-tumor-board-series-ii-colon-adenocarcinoma-endometrial-adenocarcinoma-and-breast-invasive-ductal-carcinoma-idc-5797?utm_campaign=July
[8] 2019&utm_medium=Twitter&utm_source=eMed
[7] https://www.technologyreview.com/s/615188/dna-is-like-software-fix-the-code-personalized-medicine/
[7] https://www.analytikus.com/single-post/2019/06/06/Microsoft%E2%80%99s-focus-on-transforming-healthcare-Intelligent-health-through-AI-and-the-cloud
[7] 2019

Top URLs in Tweet in G1:
[12] http://personalizedmedicinemedia.com/2020/02/12/episode-006-immuno-oncology-training-immune-system-to-fight-cancer-dr-stefaan-van-gool/
[11] http://personalizedmedicinemedia.com/2020/03/04/episode-007-privacy-protection-in-the-age-of-personalized-medicine-dr-rachele-hendricks-sturrup/
[8] https://www.mycme.com/courses/molecular-tumor-board-series-ii-colon-adenocarcinoma-endometrial-adenocarcinoma-and-breast-invasive-ductal-carcinoma-idc-5797?utm_campaign=July
[8] 2019&utm_medium=Twitter&utm_source=eMed
[7] 2019
[4] https://www.linkedin.com/slink?code=gbDvzx6
[4] https://www.linkedin.com/slink?code=gQw4CCb
[4] https://www.mycme.com/molecular-tumor-board-series-ii-colon-adenocarcinoma-endometrial-adenocarcinoma-and-breast-invasive-ductal-carcinoma-idc/activity/5797/?utm_source=eMed&utm_medium=Twitter&utm_campaign=July
[3] https://www.technologynetworks.com/informatics/blog/advancing-als-research-with-omics-analysis-technology-332488#utm_source=Twitter&utm_medium=Organic&utm_campaign=TW_TechnologyNetworks_Sheila_Interview
[3] https://www.medica-tradefair.com/en/News/News_from_the_Editors/Personalized_medicine_putting_precision_oncology_into_practice

Top URLs in Tweet in G2:
[10] https://medicaltransformationcenter.com/personalized-medicine/
[3] http://www.pharmexec.com/privacy-safe-analytics-and-ai-will-accelerate-shift-patient-centered-healthcare
[3] https://nanodrugdeliveryconference.blogspot.com/
[2] https://twitter.com/DrHughHarvey/status/1225748097030086656
[2] https://genomicmedicineworks.com/sign-up-for-genomic-medicine-training-and-certification/
[2] https://twitter.com/LifeAtPurdue/status/1239552076352536579
[1] https://www.nytimes.com/2020/01/29/magazine/she-was-prescribed-three-antibiotics-but-only-got-worse-why.html?smid=nytcore-ios-share
[1] https://blog.lifebit.ai/2019/11/04/how-to-best-detect-disease-and-cancer-driver-genes-using-the-novel-hotnet2-algorithm/?utm_source=twitter&utm_medium=social&utm_campaign=lifebitblog&utm_content=hotnet16
[1] https://www.uio.no/english/research/strategic-research-areas/life-science/oslo-life-science-conference/
[1] https://clinlabstaffing.com/new-personalized-medicine-jobs-emerge/

Top URLs in Tweet in G3:
[30] 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
[3] https://www.indivumed.com/services/indivutype
[3] https://dal.peopleadmin.ca/postings/3011
[2] https://www.genomebc.ca/the-right-drug-at-the-right-dose-to-the-right-patient-at-the-right-time/
[1] https://twitter.com/allstat_mail/status/1238445810473459712
[1] https://www.linkedin.com/slink?code=deFcDer
[1] https://www.linkedin.com/slink?code=dXQPPSF
[1] http://personalizedmedicinemedia.com/2020/03/04/episode-007-privacy-protection-in-the-age-of-personalized-medicine-dr-rachele-hendricks-sturrup/
[1] https://twitter.com/Cplaust/status/1232920577926561793
[1] https://healthitanalytics.com/news/new-precision-medicine-program-to-study-role-of-genomics-in-disease

Top URLs in Tweet in G5:
[1] https://www.wellandgood.com/good-sweat/fitness-tracker-accuracy/

Top URLs in Tweet in G7:
[7] https://www.analytikus.com/single-post/2019/06/06/Microsoft%E2%80%99s-focus-on-transforming-healthcare-Intelligent-health-through-AI-and-the-cloud
[1] https://www.kuleuven-kulak.be/nl/onderzoek/itec/itecnews/11-03-2020-we-are-looking-for-a-postdoc-researcher-inexplainable-machine-learning-and-survival-analysis
[1] https://twitter.com/EricTopol/status/1182287796230184961

Top URLs in Tweet in G8:
[1] http://www.personalizedmedicinecoalition.org/News/Press_Releases/Personalized_Medicine_Products_Advanced_by_FDA_in_2019_Address_Root_Causes_of_Rare_Diseases_Offer_Expanded_Options_for_Cancer_Patients_and_Help_Target_Therapies_to_Responders_PMC_Report_Shows
[1] https://www.prnewswire.com/news-releases/bicameral-bipartisan-group-of-lawmakers-form-congressional-personalized-medicine-caucus-300998565.html
[1] https://twitter.com/FDADeviceInfo/status/1230535624421146624
[1] https://twitter.com/engagecf/status/1234921293390237697
[1] https://www.ajmc.com/journals/evidence-based-oncology/2020/february-2020/impact-of-nextgeneration-sequencing-tests-on-clinical-pathways-for-cancer-care
[1] https://twitter.com/adaptivebiotech/status/1233437578499518464
[1] https://twitter.com/permedcoalition/status/1232726070929039366
[1] https://twitter.com/r_h_ebright/status/1232027045527420928

Top URLs in Tweet in G9:
[1] https://www.nature.com/articles/s41586-020-1969-6

Top URLs in Tweet in G10:
[1] https://www.youtube.com/watch?v=8i429t2ScsE&feature=youtu.be

[1] http://aic.ccmb.res.in/meity.html
[1] https://medogle.in/article.php?a_id=132

Top Domains
Top Domains in Tweet in Entire Graph:
[50] linkedin.com
[50] twitter.com
[30] ecseq.com
[27] personalizedmedicinemedia.com
[22] nih.gov
[18] youtube.com
[15] mycme.com
[12] longdom.com
[11] technologyreview.com
[10] medicaltransformationcenter.com

Top Domains in Tweet in G1:
[26] personalizedmedicinemedia.com
[20] nih.gov
[19] linkedin.com
[15] mycme.com
[11] twitter.com
[9] youtube.com
[4] technologyreview.com
[3] technologynetworks.com
[3] medica-tradefair.com
[3] forbes.com

Top Domains in Tweet in G2:
[19] linkedin.com
[11] twitter.com
[10] medicaltransformationcenter.com
[3] pharmexec.com
[3] blogspot.com
[2] mirakind.org
[2] genomicmedicineworks.com
[2] bit.ly
[1] nytimes.com
[1] lifebit.ai

Top Domains in Tweet in G3:
[30] ecseq.com
[6] linkedin.com
[3] twitter.com
[3] indivumed.com
[3] peopleadmin.ca
[2] genomebc.ca
[1] personalizedmedicinemedia.com
[1] healthitanalytics.com
[1] ubc.ca

Top Domains in Tweet in G5:
[1] wellandgood.com

Top Domains in Tweet in G7:
[7] analytikus.com
[1] kuleuven-kulak.be
[1] twitter.com

Top Domains in Tweet in G8:
[5] twitter.com
[1] personalizedmedicinecoalition.org
[1] prnewswire.com
[1] ajmc.com

Top Domains in Tweet in G9:
[1] nature.com

Top Domains in Tweet in G10:
[1] youtube.com
[1] res.in
[1] medogle.in

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[694] personalizedmedicine
[85] precisionmedicine
[57] cancer
[55] healthcare
[52] genomics
[39] ai
[37] pcsm
[32] oncology
[32] medicine
[29] health



Top Hashtags in Tweet in G1:
[158] personalizedmedicine
[41] precisionmedicine
[30] cancer
[26] oncology
[23] moleculartumorboards
[17] data
[17] healthcare
[17] privacy
[15] cme
[14] podcast

Top Hashtags in Tweet in G2:
[112] personalizedmedicine
[15] healthcare
[9] ai
[9] medicine
[8] genomics
[7] precisionmedicine
[7] cancer
[6] pharmacogenomics
[6] pharma
[5] digitalhealth

Top Hashtags in Tweet in G3:
[31] personalizedmedicine
[20] genomics
[10] bigdata
[10] precisionmedicine
[6] healthcare
[6] pharmacogenomics
[5] health
[5] medicalsciences
[5] medicine
[5] cancer

Top Hashtags in Tweet in G4:
[52] personalizedmedicine
[1] makecurespersonal

Top Hashtags in Tweet in G5:
[1] personalizedmedicine
[1] lymedisease
[1] heartrate

Top Hashtags in Tweet in G6:
[28] vaccines
[15] personalizedmedicine
[13] precisionmedicine
[5] realscience
[4] pharma
[4] bought
[4] bigpharma
[2] doctorsspeakup
[1] justasking
[1] tobaccoscience

Top Hashtags in Tweet in G7:
[10] machinelearning
[10] deepmedicine
[6] personalizedmedicine
[2] deeplearning
[2] biotechnology
[1] edtech
[1] survivalanalysis
[1] hiring
[1] medicine
[1] analytikus

Top Hashtags in Tweet in G8:
[30] personalizedmedicine
[3] diagnostics
[2] capitolhill
[1] rarediseases
[1] cancers
[1] precisionmedicine
[1] patientsfirst
[1] covid19

Top Hashtags in Tweet in G9:
[37] pcsm
[29] gu20
[17] prostatecancer
[14] personalizedmedicine
[12] genomic
[10] urooncoiaf
[8] luminalb
[7] kcsm
[6] genetic
[5] molecularboard

Top Hashtags in Tweet in G10:
[10] personalizedmedicine
[3] genomics
[1] benchtobedside
[1] health
[1] medtwitter
[1] medicine
[1] precisionmedicine

Top Words
Top Words in Tweet in Entire Graph:
[910] Words in Sentiment List#1: Positive
[313] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[24199] Non-categorized Words
[25422] Total Words
[694] #personalizedmedicine
[141] more
[116] medicine
[109] personalized
[104] health

Top Words in Tweet in G1:
[158] #personalizedmedicine
[54] pmedcast
[44] more
[41] #precisionmedicine
[41] check
[32] learn
[31] dr
[30] #cancer
[26] #oncology
[25] medicine

Top Words in Tweet in G2:
[112] #personalizedmedicine
[22] medicine
[17] personalized
[15] #healthcare
[13] more
[11] health
[9] cancer
[9] #ai
[9] treatment
[9] #medicine

Top Words in Tweet in G3:
[31] #personalizedmedicine
[30] analyse
[30] twistbioscience
[30] whole
[30] exome
[30] sequencing
[30] kit
[30] fully
[30] automated
[30] seamless

Top Words in Tweet in G4:
[52] #personalizedmedicine
[52] detect
[52] rare
[52] diseases
[52] early
[52] customize
[52] medical
[52] treatment
[52] cut
[52] health

Top Words in Tweet in G5:
[50] more
[50] micro
[50] scale
[50] experts
[50] believe
[50] people
[50] soon
[50] use
[50] wearable
[50] data

Top Words in Tweet in G6:
[56] time
[41] one
[41] size
[41] fits
[32] people
[28] #vaccines
[28] sold
[28] know
[28] drug
[28] works

Top Words in Tweet in G7:
[10] #machinelearning
[10] listening
[10] audiobook
[10] version
[10] erictopol's
[10] #deepmedicine
[10] way
[10] work
[10] days
[10] very

Top Words in Tweet in G8:
[30] #personalizedmedicine
[19] permedcoalition
[18] caucus
[17] care
[12] improve
[11] pmc
[11] adaptivebiotech
[10] panel
[10] technologies
[9] briefing

Top Words in Tweet in G9:
[48] tincho_angel
[37] #pcsm
[29] #gu20
[19] oncoalert
[17] mutation
[17] #prostatecancer
[14] #personalizedmedicine
[14] associated
[14] pfs
[13] ctdna

Top Words in Tweet in G10:
[10] ccmb_csir
[10] #personalizedmedicine
[6] medicine
[5] vinod
[5] scaria
[5] igibsocial
[5] talk
[5] indousstf
[5] 2020
[5] gives

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[77] personalized,medicine
[55] health,care
[52] #personalizedmedicine,detect
[52] detect,rare
[52] rare,diseases
[52] diseases,early
[52] early,customize
[52] customize,medical
[52] medical,treatment
[52] treatment,cut

Top Word Pairs in Tweet in G1:
[17] personalized,medicine
[15] learn,conduct
[14] learn,more
[13] conduct,#moleculartumorboards
[13] #moleculartumorboards,listen
[13] listen,multidisciplinary
[13] multidisciplinary,panel
[13] panel,discuss
[13] discuss,patient
[13] patient,cases

Top Word Pairs in Tweet in G2:
[14] personalized,medicine
[6] #personalizedmedicine,call
[5] visit,website
[4] #precisionmedicine,#personalizedmedicine
[4] #changeyourenvironment,#bioenergy
[4] #bioenergy,#biohacker
[4] #biohacker,#personalizedmedicine
[3] #personalizedmedicine,#pharmacogenomics
[3] #personalizedmedicine,#digitalhealth
[3] #medicine,#personalizedmedicine

Top Word Pairs in Tweet in G3:
[30] analyse,twistbioscience
[30] twistbioscience,whole
[30] whole,exome
[30] exome,sequencing
[30] sequencing,kit
[30] kit,fully
[30] fully,automated
[30] automated,seamless
[30] seamless,ngs
[30] ngs,platform

Top Word Pairs in Tweet in G4:
[52] #personalizedmedicine,detect
[52] detect,rare
[52] rare,diseases
[52] diseases,early
[52] early,customize
[52] customize,medical
[52] medical,treatment
[52] treatment,cut
[52] cut,health
[52] health,care

Top Word Pairs in Tweet in G5:
[50] more,micro
[50] micro,scale
[50] scale,experts
[50] experts,believe
[50] believe,people
[50] people,soon
[50] soon,use
[50] use,wearable
[50] wearable,data
[50] data,tell

Top Word Pairs in Tweet in G6:
[41] one,size
[41] size,fits
[28] #vaccines,sold
[28] sold,one
[28] fits,know
[28] know,drug
[28] drug,works
[28] works,safe
[28] safe,people
[28] people,time

Top Word Pairs in Tweet in G7:
[10] listening,audiobook
[10] audiobook,version
[10] version,erictopol's
[10] erictopol's,#deepmedicine
[10] #deepmedicine,way
[10] way,work
[10] work,days
[10] days,very
[10] very,inspiring
[9] kmborgwardt,listening

Top Word Pairs in Tweet in G8:
[9] #personalizedmedicine,technologies
[8] panel,pmc
[8] pmc,pm
[8] pm,caucus
[8] caucus,briefing
[8] briefing,#personalizedmedicine
[8] technologies,improve
[8] improve,care
[8] care,make
[8] congressional,#personalizedmedicine

Top Word Pairs in Tweet in G9:
[17] #prostatecancer,#pcsm
[17] #gu20,oncoalert
[12] pan,cancer
[12] cancer,analysis
[12] analysis,whole
[12] whole,genomes
[12] genomes,tumours
[12] tumours,identified
[12] identified,driver
[12] driver,mutation

Top Word Pairs in Tweet in G10:
[5] vinod,scaria
[5] scaria,igibsocial
[5] igibsocial,talk
[5] talk,indousstf
[5] indousstf,2020
[5] 2020,gives
[5] gives,glimpse
[5] glimpse,work
[5] work,middle
[5] middle,eastern

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pmedcast
@repswalwell
@lifethereboot
@tincho_angel
@twistbioscience
@ecseq
@us4mf
@permedcoalition
@oncoalert
@mayoclinic

Top Mentioned in G1:
@pmedcast
@mayoclinic
@futureofprivacy
@emedevents
@dmatusiewicz
@projectalsorg
@tech_networks
@mollyrcampbell
@medidata
@sequencingcom

Top Mentioned in G2:
@mygenomerx
@arkaciaventures

Top Mentioned in G3:
@twistbioscience
@ecseq
@adr_canada
@pemed_precision
@genomebc
@mizankhondoker
@cody_lo
@m_hornberger
@prof_brunt
@joana_ut

Top Mentioned in G4:
@repswalwell

Top Mentioned in G5:
@lifethereboot

Top Mentioned in G6:
@us4mf
@keepctfree
@kdemurchyan
@njsendems

Top Mentioned in G7:
@erictopol
@kmborgwardt
@itec_kuleuven
@timbooth75
@analytikus1
@nejm
@bostonchildrens
@indbio
@quantumcyte

Top Mentioned in G8:
@permedcoalition
@adaptivebiotech
@lancebaldomd
@senatortimscott
@phalliburton
@syngaprf
@kyrstensinema
@repswalwell
@reptomemmer
@invitae

Top Mentioned in G9:
@tincho_angel
@oncoalert
@ecastromarcos
@klotzlaurence
@on

Top Mentioned in G10:
@ccmb_csir
@igibsocial
@indousstf
@mathur_roli
@anoobhu
@remanagarajan
@medogleindia
@csir_ind
@faiz_zair
@singhak_endo

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@bridgittelesley
@susanneleist
@chidambara09
@cybersec_feeds
@ottlegalrebels
@tottenbill
@pickooo
@primal_digest
@femtech_

Top Tweeters in G1:
@cybersec_feeds
@ottlegalrebels
@2601manish
@justbementalist
@websecurityit
@adfreetalkradio
@theeconomist
@greentechdon
@ralexjimenez
@dawnka

Top Tweeters in G2:
@davrola
@pharmexec
@mszot
@patcareonline
@a
@naomifried
@zakiadimassi
@deitygalaxy
@mackpijewski
@cw_infogardener

Top Tweeters in G3:
@chidambara09
@dnaed_tech
@simacoder
@thomashilbig2
@yonifreedhoff
@drcchambers
@maxi
@uthealth_sbmi
@blockchain_exp
@michaelreiterpr

Top Tweeters in G4:
@tottenbill
@naughtywriter2
@norsemndem
@onlywhitetiger
@feinberg_linda
@jengrimes8
@pj_sonnyny
@jenningsghv2
@colleens8844291
@mspepper1970

Top Tweeters in G5:
@bridgittelesley
@susanneleist
@missinglynxx
@mail4rosey
@themomunleashed
@askchefdennis
@spaceshipslb
@jsismee
@chariss_walker
@oldermommystill

Top Tweeters in G6:
@nerida_nobel
@liamschubel
@cameraphyllis
@njsendems
@myxazz
@annthewokemom
@polishmama5
@steph4freedom
@kdemurchyan
@lia_crowley

Top Tweeters in G7:
@thecuriousluke
@hubofml
@nvsdata
@drahmadbazzi
@doctor_v
@askn0b0dy
@geekarts_marcom
@alfons_valencia
@erictopol
@abhibisht89

Top Tweeters in G8:
@ajmc_journal
@pathologists
@kyrstensinema
@we_love_trading
@us_fda
@margiesherlock
@senatortimscott
@ericswalwell
@premal2000
@reptomemmer

Top Tweeters in G9:
@katsuakimaehara
@oncoalert
@crisbergerot
@paulobergerot
@drbonillaonc
@lizcancerhealth
@andresfcardonaz
@nacho_pelaez
@susanahprieto
@dr_ivanoncologo

Top Tweeters in G10:
@anantbhan
@anoobhu
@sirchandresh
@navneetkumargu8
@doctorsoumya
@csir_ind
@docraviw
@remanagarajan
@faiz_zair
@hjkhan


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