#acc19 OR #acc2019 8 to 23 March 2019, Twitter, 3/24/2019 9:41:37 AM, 191467
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#acc19 OR #acc2019 8-23 March 2019 Twitter NodeXL SNA Map and Report for Saturday, 23 March 2019 at
#acc19 OR #acc2019 8-23 March 2019 Twitter NodeXL SNA Map and Report for Saturday, 23 March 2019 at
View an interactive version of this graph (experimental)
From:
scotpublichealth
Uploaded on:
March 24, 2019
Short Description:
#acc19 OR #acc2019 8-23 March 2019 via NodeXL http://bit.ly/2UdOPbn
@epeeps_bot
@accintouch
@nejm
@contraelictus
@cleclinicmd
@cmichaelgibson
@drmarthagulati
@signagnststroke
@iamritu
@netta_doc

Top hashtags:
#acc19
#acc2019
#accfit
#cardiotwitter
#tavr
#afib
#accwic

Description:
Description


The graph represents a network of 11,914 Twitter users whose recent tweets contained "#acc19 OR #acc2019, or who were replied to or mentioned in those tweets, taken from datasets limited to a maximum of 18,000 tweets, but then combined. It combines data extracted between Friday, 08 March 2019 at 20:01 UTC to Saturday, 23 March 2019 at 15:16 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 : 11914
Unique Edges : 60858
Edges With Duplicates : 114705
Total Edges : 175563
Self-Loops : 7461
Reciprocated Vertex Pair Ratio : 0.0946408803802826
Reciprocated Edge Ratio : 0.17291676581164
Connected Components : 286
Single-Vertex Connected Components : 222
Maximum Vertices in a Connected Component : 11508
Maximum Edges in a Connected Component : 175089
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.200895
Graph Density : 0.00059220124256858
Modularity : 0.242764
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[71] https://www.nejm.org/doi/full/10.1056/NEJMoa1817083
[43] https://dcri.org/dcri-acc?utm_source=t.co&utm_medium=referral&utm_campaign=ACC_2019
[42] https://www.ahajournals.org/?cookieSet=1
[41] https://www.forbes.com/sites/johnnosta/2019/01/17/apple-has-just-ushered-in-the-era-of-digital-health/
[38] https://www.nejm.org/doi/full/10.1056/NEJMoa1816897
[35] http://www.acc.org/latest-in-cardiology/articles/2019/03/08/15/32/sun-2pm-acc-aha-release-first-guideline-primary-prevention-cvd-gl-prevention/?utm_medium=social&utm_source=twitter_post&utm_campaign=twitter_post
[33] https://www.acc.org/latest-in-cardiology/articles/2019/03/08/15/32/sat-9am-apple-heart-study-acc-2019/?utm_medium=social&utm_source=twitter_post&utm_campaign=twitter_post
[29] http://www.tntmtheshow.com/2019/02/albuquerque-comic-con-2019-superhero.html
[28] https://twitter.com/JAMA_current/status/1106572011114037249
[27] https://www.statnews.com/2019/03/16/apple-watch-johnson-johnson-clinical-trial/

Top URLs in Tweet in G1:
[43] https://dcri.org/dcri-acc?utm_source=t.co&utm_medium=referral&utm_campaign=ACC_2019
[42] https://www.ahajournals.org/?cookieSet=1
[26] http://www.onlinejacc.org/content/73/9_Supplement_1?utm_medium=email_newsletter&utm_source=acc17&utm_campaign=spub&utm_content=20190304
[23] https://www.ahajournals.org/doi/abs/10.1161/CIRCULATIONAHA.119.039996?cookieSet=1
[22] http://www.onlinejacc.org/content/73/9_Supplement_1/685
[21] http://www.acc.org/latest-in-cardiology/articles/2019/03/08/15/32/sun-2pm-acc-aha-release-first-guideline-primary-prevention-cvd-gl-prevention/?utm_medium=social&utm_source=twitter_post&utm_campaign=twitter_post
[16] https://www.nejm.org/doi/full/10.1056/NEJMoa1816885?query=featured_home&cookieSet=1
[16] https://www.nejm.org/doi/full/10.1056/NEJMoa1817083
[15] https://www.tctmd.com/news-acc-2019-low-risk-trials-cement-role-tavr-alongside-or-place-surgery
[14] https://www.acc.org/latest-in-cardiology/articles/2019/03/08/15/32/sat-9am-apple-heart-study-acc-2019/?utm_medium=social&utm_source=twitter_post&utm_campaign=twitter_post

Top URLs in Tweet in G2:
[22] https://www.symplur.com/healthcare-hashtags/acc19/
[18] https://www.cncf.eu/
[18] https://twitter.com/drmarwanrefaat/status/1107996085270839296
[14] https://www.cardiotalk.it/
[13] https://www.acc.org/membership/sections-and-councils/imaging-section/section-updates/2019/03/04/06/23/get-the-most-out-of-acc19#.XIZ9n3C0oKI.twitter
[12] https://youtube.com/fitsonthego
[12] https://www.acc.org/imaging
[12] https://www.acc.org/membership/sections-and-councils/imaging-section/section-updates/2019/03/04/06/23/cardiac-imaging-at-acc19-a-sneak-peek
[11] http://www.acc.org/latest-in-cardiology/articles/2019/03/08/15/32/sun-2pm-acc-aha-release-first-guideline-primary-prevention-cvd-gl-prevention/?utm_medium=social&utm_source=twitter_post&utm_campaign=twitter_post
[11] https://twitter.com/DrMarwanRefaat/status/1107996085270839296

Top URLs in Tweet in G3:
[14] https://www.linkedin.com/pulse/glimpse-future-health-care-high-tech-enabling-high-touch-lloyd-minor/?linkId=64908647
[13] https://murj.com/remote-inoffice-solution/
[12] https://investor.amarincorp.com/news-releases/news-release-details/vascepar-icosapent-ethyl-showed-30-reduction-total
[9] https://twitter.com/cleclinicnews/status/1107325976315420680
[9] https://allianceforpatientaccess.org/have-you-heard/
[7] https://www.ajmc.com/conferences/acc-2019/cardiovascular-prevention-guidelines-call-for-less-aspirin-more-sglt2s-glp-1s-for-type-2-diabetes
[7] https://www.ajmc.com/conferences/acc-2019/giant-study-suggests-apple-watch-accurately-catches-afib
[7] https://jamanetwork.com/journals/jama/fullarticle/2687353
[7] http://www.advancecardiohealth.org/pcsk9-rejection-data
[6] https://www.ajmc.com/conferences/acc-2019/debate-over-30day-readmission-metric-dominates-quality-session

Top URLs in Tweet in G4:
[46] https://www.nejm.org/doi/full/10.1056/NEJMoa1817083
[29] https://www.nejm.org/doi/full/10.1056/NEJMoa1816897
[16] https://www.nejm.org/doi/full/10.1056/NEJMe1901651
[11] https://www.nejm.org/doi/full/10.1056/NEJMe1902214
[3] https://www.nejm.org/acc
[3] https://abbott.mediaroom.com/2019-03-17-New-Late-Breaking-Analyses-from-Landmark-COAPT-TM-Trial-Show-Benefits-of-Abbotts-MitraClip-TM-Device
[3] https://www.structuralheartsolutions.com/us/structural-heart-products-solutions/mitral-valve-mitraclip/overview/#isi
[2] https://www.abbott.com/American-College-of-Cardiology-ACC.html#sf209513917
[2] https://www.nytimes.com/2019/03/16/health/aortic-valve-replacement-heart.html
[2] http://newsroom.gehealthcare.com/intelligent-machines-changing-healthcare-man-machine-friends/?utm_source=twitter.com&utm_medium=GESocial&utm_content=&utm_campaign=Nvidia+Conference

Top URLs in Tweet in G5:
[41] https://www.forbes.com/sites/johnnosta/2019/01/17/apple-has-just-ushered-in-the-era-of-digital-health/
[24] https://www.statnews.com/2019/03/18/amarin-vascepa-fish-oil-heart-attacks/
[18] https://jamanetwork.com/abusenotice
[14] https://www.statnews.com/2019/03/16/apple-watch-johnson-johnson-clinical-trial/
[10] https://www.medscape.com/viewarticle/910227?src=soc_tw_190313_mscpedt_news_mdscp_lowcarb&faf=1
[8] https://www.medscape.com/viewarticle/910194?src=soc_tw_190314_mscpedt_news_mdscp_acc19&faf=1
[8] https://www.medscape.com/viewarticle/910513?src=soc_tw_190319_mscpedt_news_tho_primaryprevention&faf=1
[8] https://www.medscape.com/viewarticle/910227?src=soc_tw_190314_mscpedt_news_mdscp_lowcarb&faf=1
[8] https://www.medscape.com/viewarticle/910510?src=soc_tw_190317_mscpedt_news_tho_acc19&faf=1
[7] https://www.medscape.com/viewarticle/910476?src=soc_tw_190318_mscpedt_news_tho_diabetes&faf=1

Top URLs in Tweet in G6:
[1] https://www.symplur.com/healthcare-hashtags/ACC19/transcript/?hashtag=ACC19&fdate=3/15/2019&shour=17&smin=0&tdate=3/18/2019&thour=12&tmin=0
[1] https://www.acc.org/about-acc/press-releases/2019/03/06/10/29/low-carb-diet-tied-to-common-heart-rhythm-disorder
[1] https://twitter.com/ContraelIctus/status/1106826181691600897
[1] https://twitter.com/cardiacmonitors/status/1105293397454086144
[1] https://twitter.com/cardiacmonitors/status/1107052627903156224
[1] https://twitter.com/aabuzaiddr/status/1106908529582133248

Top URLs in Tweet in G7:
[17] https://us.medical.canon/download/home-event-flyer-acc-2019
[3] https://intermountainhealthcare.org/news/2019/03/taking-statins-for-heart-disease-cuts-risk-of-second-serious-event-in-half/
[2] https://www.symplur.com/healthcare-hashtags/ACC19/transcript/?hashtag=ACC19&fdate=3/15/2019&shour=17&smin=0&tdate=3/18/2019&thour=12&tmin=0
[2] http://www.news.sanofi.us/2019-03-13-Sanofi-and-Regeneron-to-present-new-Praluent-R-alirocumab-data-at-ACC-19?sf209309608=1
[2] https://www.themedicinescompany.com/open-letter-cardiology-community/
[2] https://www.themedicinescompany.com/
[1] https://twitter.com/signagnststroke/status/1106916079576723456
[1] https://us.medical.canon/contact/
[1] https://us.medical.canon/news/press-releases/2019/03/15/3144/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190811

Top URLs in Tweet in G8:
[2] https://twitter.com/ACCinTouch/status/1103044776872607744
[2] https://www.businessinsider.com/can-apple-watch-detect-afib-irregular-heart-rate-stanford-study-2019-3?r=US&IR=T
[2] https://www.statnews.com/2019/03/16/apple-watch-johnson-johnson-clinical-trial/
[1] https://twitter.com/medshronline/status/1105892486059298816
[1] https://www.envoyai.com/acc2019?utm_campaign=ACC%202019&utm_content=87155012&utm_medium=social&utm_source=twitter&hss_channel=tw-929790719228895232
[1] https://twitter.com/BetStarsUSA/status/1106348459857190912
[1] https://twitter.com/acc_georgia/status/1106611655138557955
[1] https://twitter.com/drjohnm/status/1106611569197240322
[1] https://www.youtube.com/watch?v=4ivqL7B_h8U&feature=youtu.be

[1] https://www.instagram.com/p/BvFFexPjfJT/?utm_source=ig_twitter_share&igshid=143x6liwnbmn8

Top URLs in Tweet in G9:
[5] https://accscientificsession.acc.org/Plan-Your-Program/Education-Sessions
[3] https://twitter.com/rohitdukemehta/status/1107389500714557440
[3] https://www.pscp.tv/w/b1-zfDF6WUtiQnJZeUprS2V8MWt2SnBFbUFtT294RT9K3lF9_6KN968TAbjekviyD1wcHY1RosyPl2uovmfK
[2] https://accscientificsession.acc.org/Plan-Your-Program/Schedule-At-A-Glance
[2] https://twitter.com/jgschwartzmd/status/1107728919095136256
[2] https://twitter.com/tomdraper1424/status/1107352294260133888
[2] https://www.atriumhealth.org/acc19
[2] https://twitter.com/tomdraper1424/status/1106951005474906115
[1] https://www.tctmd.com/news/info-gleaned-ffrct-has-durable-impact-1-year-outcomes-advance-registry
[1] https://www.heartflow.com/newsroom?utm_source=twitter&utm_medium=social&utm_term=acc&utm_content=acc-lbct-pr-post1&utm_campaign=pr

Top URLs in Tweet in G10:
[2] https://login.medscape.com/login/sso/getlogin?urlCache=aHR0cHM6Ly93d3cubWVkc2NhcGUuY29tL3ZpZXdhcnRpY2xlLzkxMDUwOQ==&ac=401
[2] https://www.abstractsonline.com/pp8/#!/5758/presentation/50489
[2] https://newsnetwork.mayoclinic.org/discussion/big-data-adds-clarity-certainty-to-clinical-trial-outcomes-for-afib/
[1] https://paper.li/AthleteScreener/1375456798?edition_id=75ca1e90-4cb6-11e9-b211-0cc47a0d164b
[1] https://twitter.com/kennylinafp/status/1106600898678132736
[1] https://apple.news/Ae5hM6I3KTImS1SUnN-sVtA
[1] https://www.abstractsonline.com/pp8/#!/5758/presentation/42148
[1] http://www.abstractsonline.com/pp8/#!/5758/session/222
[1] https://twitter.com/pc4quality/status/1106559600550043648
[1] https://twitter.com/alsaiedtarek/status/1107400280176513025

Top Domains
Top Domains in Tweet in Entire Graph:
[2710] twitter.com
[544] acc.org
[369] medscape.com
[282] nejm.org
[210] youtube.com
[170] onlinejacc.org
[143] healio.com
[113] ahajournals.org
[108] statnews.com
[105] instagram.com

Top Domains in Tweet in G1:
[681] twitter.com
[244] acc.org
[115] onlinejacc.org
[96] nejm.org
[94] ahajournals.org
[80] healio.com
[73] dcri.org
[64] medscape.com
[62] clinicaltrialresults.org
[61] instagram.com

Top Domains in Tweet in G2:
[1565] twitter.com
[185] acc.org
[136] youtube.com
[80] medscape.com
[48] cardiosmart.org
[39] onlinejacc.org
[39] nejm.org
[35] tctmd.com
[31] practiceupdate.com
[30] instagram.com

Top Domains in Tweet in G3:
[219] twitter.com
[76] acc.org
[46] ajmc.com
[40] healio.com
[24] linkedin.com
[23] statnews.com
[20] medscape.com
[19] mdmag.com
[17] medpagetoday.com
[17] nejm.org

Top Domains in Tweet in G4:
[116] nejm.org
[16] thelancet.com
[13] twitter.com
[11] medscape.com
[6] gehealthcare.com
[5] mediaroom.com
[4] abbott.com
[4] acc.org
[3] bms.com
[3] structuralheartsolutions.com

Top Domains in Tweet in G5:
[165] medscape.com
[60] statnews.com
[48] twitter.com
[41] forbes.com
[30] abstractsonline.com
[26] jamanetwork.com
[20] evaluate.com
[14] medtronic.com
[11] youtube.com
[8] acc.org

Top Domains in Tweet in G6:
[4] twitter.com
[1] symplur.com
[1] acc.org

Top Domains in Tweet in G7:
[19] medical.canon
[4] themedicinescompany.com
[3] sanofi.us
[3] intermountainhealthcare.org
[2] symplur.com
[2] regeneron.com
[1] twitter.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G8:
[31] twitter.com
[5] paper.li
[3] instagram.com
[3] nejm.org
[2] linkedin.com
[2] acc.org
[2] rocketpharma.com
[2] ibio.org
[2] businessinsider.com
[2] statnews.com

Top Domains in Tweet in G9:
[34] twitter.com
[8] acc.org
[5] pscp.tv
[3] heartflow.com
[3] atriumhealth.org
[1] tctmd.com
[1] onlinejacc.org
[1] mdmag.com
[1] abstractsonline.com
[1] expofp.com

Top Domains in Tweet in G10:
[9] twitter.com
[4] abstractsonline.com
[2] medscape.com
[2] mayoclinic.org
[1] paper.li
[1] apple.news
[1] northwestern.edu
[1] nm.org
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[33014] acc19
[1917] acc2019
[1913] accfit
[1827] cardiotwitter
[1345] tavr
[1260] afib
[1099] accwic
[979] appleheartstudy
[869] cvimaging
[852] cardiology



Top Hashtags in Tweet in G1:
[8751] acc19
[614] tavr
[563] cardiotwitter
[441] acc2019
[413] heartfailure
[303] appleheartstudy
[285] accic
[281] cardiology
[262] afib
[245] accfit

Top Hashtags in Tweet in G2:
[16446] acc19
[1477] accfit
[1067] cardiotwitter
[996] accwic
[820] cvimaging
[807] acc2019
[752] accimaging
[491] some
[466] wic
[464] nola

Top Hashtags in Tweet in G3:
[3049] acc19
[232] acc2019
[208] afib
[205] appleheartstudy
[184] epeeps
[170] accep
[148] cardiology
[118] accfit
[91] wrapitstudy
[80] tavr

Top Hashtags in Tweet in G4:
[432] acc19
[130] afib
[70] acc2019
[51] lancetcardiology
[44] tavr
[38] heartfailure
[34] appleheartstudy
[22] cvd
[20] cardiology
[19] women

Top Hashtags in Tweet in G5:
[1233] acc19
[111] tavr
[85] cardiotwitter
[75] afib
[69] appleheartstudy
[57] cardiology
[54] digitalhealth
[44] heartfailure
[39] diabetes
[39] apple

Top Hashtags in Tweet in G6:
[782] acc19
[288] fibrilaciónauricular
[135] ictus
[60] fibrilacionauricular
[47] aco
[27] anticoagulación
[16] esalud
[14] nacos
[13] ehealth
[11] obesidad

Top Hashtags in Tweet in G7:
[643] acc19
[301] afib
[109] stroke
[30] anticoagulation
[27] cardiovascular
[22] oac
[14] hypertension
[12] heartfailure
[11] vte
[10] noacs

Top Hashtags in Tweet in G8:
[211] acc19
[54] acc2019
[22] duke
[17] acctourney
[10] acctournament
[9] marchmadness
[9] uncvsduke
[8] unc
[7] acc
[6] dukevsunc

Top Hashtags in Tweet in G9:
[217] acc19
[58] acctourney
[26] acc2019
[15] duke
[15] acctournament
[13] appleheartstudy
[11] acc
[8] heartflowanalysis
[8] tavr
[8] dukevsfsu

Top Hashtags in Tweet in G10:
[167] acc19
[18] pedscicu
[11] chd
[8] acc2019
[6] partner3
[5] cardiology
[5] pedsicu
[5] pedscards
[4] acc
[4] accwic

Top Words
Top Words in Tweet in Entire Graph:
[46671] Words in Sentiment List#1: Positive
[25108] Words in Sentiment List#2: Negative
[44] Words in Sentiment List#3: Angry/Violent
[1222680] Non-categorized Words
[1294462] Total Words
[48534] acc19
[9001] accintouch
[6602] patients
[4943] dr
[4940] risk

Top Words in Tweet in G1:
[13788] acc19
[2647] patients
[2039] accintouch
[1780] risk
[1701] tavr
[1528] trial
[1509] gt
[1398] dr
[1170] 3
[1102] cardiotwitter

Top Words in Tweet in G2:
[22692] acc19
[5829] accintouch
[2534] dr
[2366] drmarthagulati
[2340] great
[2239] accfit
[2098] cardiotwitter
[2003] cardiology
[1910] mmamas1973
[1742] purviparwani

Top Words in Tweet in G3:
[4491] acc19
[672] patients
[602] heart
[597] study
[580] accintouch
[492] dr
[485] new
[479] risk
[469] trial
[390] more

Top Words in Tweet in G4:
[1460] acc19
[806] patients
[527] trial
[495] angiography
[426] strategy
[417] risk
[400] low
[375] tavr
[347] stroke
[319] cardiac

Top Words in Tweet in G5:
[1932] acc19
[436] patients
[318] study
[286] apple
[268] trial
[246] afib
[239] heart
[236] risk
[221] tavr
[220] accintouch

Top Words in Tweet in G6:
[1088] acc19
[609] fibrilaciónauricular
[455] ictus
[305] cobertura
[298] pacientes
[288] 16
[283] 18
[278] sigue
[277] novedades
[277] debate

Top Words in Tweet in G7:
[775] acc19
[438] afib
[256] stroke
[205] patients
[194] risk
[162] atrial
[147] coverage
[133] follow
[131] fibrillation
[128] science

Top Words in Tweet in G8:
[212] acc19
[54] acc2019
[44] duke
[24] acc
[23] zion
[19] s
[18] new
[17] out
[17] acctourney
[16] game

Top Words in Tweet in G9:
[287] acc19
[65] accintouch
[60] heart
[58] acctourney
[55] more
[55] sanger
[48] institute
[46] vascular
[38] duke
[35] atriumhealth

Top Words in Tweet in G10:
[245] acc19
[51] dr
[48] accintouch
[38] heart
[35] nmcardiovasc
[33] great
[28] new
[27] mottchildren
[27] today
[27] pedscicu

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1866] low,risk
[1612] acc19,accintouch
[1146] accintouch,acc19
[1083] partner,3
[951] presented,acc19
[938] apple,heart
[918] don,t
[895] gt,gt
[856] heart,study
[822] risk,patients

Top Word Pairs in Tweet in G1:
[747] low,risk
[735] gt,gt
[450] partner,3
[363] risk,patients
[359] acc19,news
[357] gt,published
[355] news,gt
[349] apple,heart
[347] lucidquest,followthepatient
[345] acc19,lucidquest

Top Word Pairs in Tweet in G2:
[1079] acc19,accintouch
[688] low,risk
[667] accintouch,acc19
[616] don,t
[468] looking,forward
[424] accimaging,cvimaging
[422] acc19,accfit
[413] new,orleans
[357] primary,prevention
[350] acc19,chd

Top Word Pairs in Tweet in G3:
[215] acc19,accep
[169] presented,acc19
[164] apple,heart
[164] heart,study
[162] heart,failure
[150] clinical,trials
[121] atrial,fibrillation
[115] acc19,accintouch
[110] low,risk
[110] antibiotic,eluting

Top Word Pairs in Tweet in G4:
[299] cardiac,arrest
[234] antithrombotic,therapy
[214] partner,3
[212] survival,90
[212] 90,days
[211] overall,survival
[210] delayed,angiography
[209] patients,successfully
[209] successfully,resuscitated
[209] resuscitated,out

Top Word Pairs in Tweet in G5:
[128] atrial,fibrillation
[119] drug,therapy
[111] cabana,trial
[111] trial,catheter
[111] catheter,ablation
[109] disabling,stroke
[104] apple,heart
[103] cardiac,arrest
[101] acc19,afib
[100] heart,study

Top Word Pairs in Tweet in G6:
[287] fibrilaciónauricular,ictus
[275] sigue,cobertura
[275] cobertura,acc19
[275] acc19,16
[275] 16,18
[275] 18,marzo
[275] marzo,descubrir
[275] descubrir,últimas
[275] últimas,novedades
[275] novedades,científicas

Top Word Pairs in Tweet in G7:
[131] atrial,fibrillation
[129] afib,stroke
[127] coverage,acc19
[122] science,discussion
[121] fibrillation,afib
[120] acc19,16
[120] 16,18
[119] follow,coverage
[119] 18,march
[119] march,latest

Top Word Pairs in Tweet in G8:
[8] new,orleans
[7] acc19,acctournament
[6] 3,3
[5] duke,unc
[5] acctourney,acc2019
[5] apple,watch
[4] visit,booth
[4] acctourney,acc19
[4] college,basketball
[4] 1,seeds

Top Word Pairs in Tweet in G9:
[46] sanger,heart
[46] heart,vascular
[45] vascular,institute
[20] acctourney,acc19
[18] increased,risk
[18] accintouch,scientific
[18] scientific,session
[18] dr,michael
[18] michael,rinaldi
[17] atrium,health's

Top Word Pairs in Tweet in G10:
[21] pedsicu,pedscards
[21] room,338
[17] outcomes,mottchildren
[17] mottchildren,pedscicu
[17] etiometry,t3
[17] t3,system
[16] heart,failure
[13] olive,mkolive83
[13] moderated,poster
[13] accintouch,acc19

Top Replied-To
Top Replied-To in Entire Graph:
@drmarthagulati
@hect2701
@accintouch
@mmamas1973
@achoiheart
@purviparwani
@cardiacconsult
@samrrazamd
@cmichaelgibson
@anastasiasmihai

Top Replied-To in G1:
@hect2701
@mencardio
@cmichaelgibson
@accintouch
@cardiacconsult
@drmarthagulati
@mvaduganathan
@dineshpmcc1
@didier_tchetche
@keaglemd

Top Replied-To in G2:
@drmarthagulati
@mmamas1973
@accintouch
@achoiheart
@purviparwani
@samrrazamd
@cardiacconsult
@anastasiasmihai
@nadeenfaza
@heartotxheartmd

Top Replied-To in G3:
@accintouch
@beaverspharmd
@falbadarin
@stanforddeptmed
@jpari86
@dj_lakkireddy
@netta_doc
@ejsmd
@utswcardfellow
@ajrogers_md

Top Replied-To in G4:
@ihtanboga
@naderjo
@rmshah91
@koushikreddymd
@leeneu87
@sarah_blissett
@narrowqrs
@hragy
@profkausikray

Top Replied-To in G5:
@marben100
@matthewherper
@robertw51150292
@rolakhedrakimd
@accintouch
@pickingmyown
@gusman1859
@ethanjweiss
@chrissyfarr
@drdargaray

Top Replied-To in G9:
@dukembb
@uvamenshoops
@espn
@zionw32
@fsuhoops
@carlystephenson
@unc_basketball
@cathiebiga
@warriors
@firstcitizens

Top Replied-To in G10:
@michelleobama
@adamcifu
@drjennhaythe
@heartcare4kids
@drroxmehran
@cardiacunited
@akuglobal
@davedixonpharmd

Top Mentioned
Top Mentioned in Entire Graph:
@accintouch
@drmarthagulati
@mmamas1973
@purviparwani
@iamritu
@drtoniyasingh
@heartotxheartmd
@pooh_velagapudi
@mirvatalasnag
@cmichaelgibson

Top Mentioned in G1:
@accintouch
@secardiologia
@jaccjournals
@nejm
@mmamas1973
@pcronline
@cardiologiasvc
@cmichaelgibson
@dlbhattmd
@mirvatalasnag

Top Mentioned in G2:
@accintouch
@drmarthagulati
@mmamas1973
@purviparwani
@iamritu
@drtoniyasingh
@pooh_velagapudi
@heartotxheartmd
@avolgman
@mirvatalasnag

Top Mentioned in G3:
@accintouch
@khaldountarakji
@leftbundle
@aalahmadmd
@accmediacenter
@netta_doc
@drrakeshg1
@kberlacher
@williamzoghbi
@debbemccall

Top Mentioned in G4:
@nejm
@accintouch
@venkmurthy
@canyucelkarabay
@gokselcinier
@kalayciarzu
@alikaragozmd
@stanfordmed
@thelancet
@gehealthcare

Top Mentioned in G5:
@accintouch
@erictopol
@cmichaelgibson
@matthewherper
@forbes
@jama_current
@hmkyale
@drdave01
@dcrinews
@califf001

Top Mentioned in G6:
@suzannecoulsto1
@accintouch
@bessalina1
@coursthibaut
@kara52096054
@barsoumdavid
@jeremysteele_au
@venkmurthy
@contraelictus
@svraomd

Top Mentioned in G7:
@accintouch
@intermountain
@canonmedicalus
@american_heart
@sanofius
@popmajeffrey
@epeeps_bot
@nejm
@contraelictus
@cmichaelgibson

Top Mentioned in G8:
@tanjarinenola

Top Mentioned in G9:
@accintouch
@atriumhealth
@garosemd
@dukembb
@hadleywilsonmd
@sports_night
@accmbb
@cuse_mbb
@zionw32
@louisvillembb

Top Mentioned in G10:
@accintouch
@nmcardiovasc
@mottchildren
@mkolive83
@pc4quality
@etiometry
@nmhheartdoc
@vprasadmdmph
@andrewfoy82
@adamcifu

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@americanair
@robinsnewswire
@univers_marvel
@sectest9
@nosqldigest
@british_airways
@united
@lopezgovlaw
@applesupport

Top Tweeters in G1:
@elnacionalweb
@diariotalcual
@cindy_52s
@billnigh
@kimvie
@rigotordoc
@lawbibliophile
@nytimes
@stevenmroberts
@jeremypmurphy

Top Tweeters in G2:
@americanair
@robinsnewswire
@united
@applesupport
@delta
@southwestair
@lorimoreno
@gamergeeknews
@marriottbonvoy
@jetblue

Top Tweeters in G3:
@sectest9
@mccarrenbill
@onahunttoday
@ottlegalrebels
@dollycent
@businessinsider
@tradnews_
@adunlea
@business
@syr829

Top Tweeters in G4:
@jeannie_hartley
@lalojimjuarez
@xiao_signo028
@corruptnsw
@leschique
@matsu_y
@sr_wiz
@alisyngayle
@benefitvburden
@manyez

Top Tweeters in G5:
@evankirstel
@kenkircher1
@telegraph
@bioportfolio
@cnbc
@nxtstop1
@sherbah46958042
@forbes
@jhcpw
@redaccionmedica

Top Tweeters in G6:
@algonfdez
@quintero_funes
@raumunz
@fullerpro40
@dragontauro
@quemero20
@crenierhelena
@collana_a
@mariannevantag2
@marychuy13

Top Tweeters in G7:
@twitkcg
@ranvir03304780
@manchuriandevil
@annwalthour
@rtlikewin
@barretttechnet
@rakeshkumarty16
@debbiec50234788
@khanfahad457
@firojkh57781644

Top Tweeters in G8:
@micahharshaw
@infopronetwork
@toptwts
@jenvargas
@mrgoodvar
@dietsdietsdiets
@trendsdallas
@nwbrdh
@ndemnkem
@chilottery

Top Tweeters in G9:
@lopezgovlaw
@aureliacotta
@joanpzls
@sportscenter
@espn
@bretjust1t
@king
@mikesolarte
@warriors
@joebabaian

Top Tweeters in G10:
@nosqldigest
@chidambara09
@bbcworld
@cnn
@reutersus
@marilyn29725359
@manifattura40
@williamdale_md
@vprasadmdmph
@sxsw


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