#acc19 OR #acc2019 since:2019-3-17 until:2019-3-18, Twitter, 3/19/2019 12:52:51 AM, 190830
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#acc19 OR #acc2019 since:2019-3-17 until:2019-3-18 Twitter NodeXL SNA Map and Report for Monday, 18
#acc19 OR #acc2019 since:2019-3-17 until:2019-3-18 Twitter NodeXL SNA Map and Report for Monday, 18
View an interactive version of this graph (experimental)
From:
scotpublichealth
Uploaded on:
March 19, 2019
Short Description:
#acc19 OR #acc2019 since:2019-3-17 until:2019-3-18 via NodeXL http://bit.ly/2TLJSHd
@epeeps_bot
@accintouch
@nejm
@contraelictus
@cmichaelgibson
@drmarthagulati
@cleclinicmd
@signagnststroke
@jama_current
@drtoniyasingh

Top hashtags:
#acc19
#accfit
#acc2019

Description:
Description
The graph represents a network of 5,266 Twitter users whose recent tweets contained "#acc19 OR #acc2019 since:2019-3-17 until:2019-3-18", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 18 March 2019 at 20:33 UTC.

The tweets in the network were tweeted over the 23-hour, 59-minute period from Sunday, 17 March 2019 at 00:00 UTC to Sunday, 17 March 2019 at 23:59 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 : 8239
Unique Edges : 40819
Edges With Duplicates : 65504
Total Edges : 106323
Self-Loops : 4763
Reciprocated Vertex Pair Ratio : 0.104130879345603
Reciprocated Edge Ratio : 0.188620536375759
Connected Components : 275
Single-Vertex Connected Components : 217
Maximum Vertices in a Connected Component : 7875
Maximum Edges in a Connected Component : 105902
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.214409
Graph Density : 0.000795487069489697
Modularity : 0.253946
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[41] https://dcri.org/dcri-acc?utm_source=t.co&utm_medium=referral&utm_campaign=ACC_2019
[35] https://www.forbes.com/sites/johnnosta/2019/01/17/apple-has-just-ushered-in-the-era-of-digital-health/
[28] https://twitter.com/JAMA_current/status/1106572011114037249
[27] 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
[27] https://www.tctmd.com/news-acc-2019-low-risk-trials-cement-role-tavr-alongside-or-place-surgery
[26] http://www.onlinejacc.org/content/73/9_Supplement_1?utm_medium=email_newsletter&utm_source=acc17&utm_campaign=spub&utm_content=20190304
[20] https://us.medical.canon/download/home-event-flyer-acc-2019
[19] 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
[18] https://www.statnews.com/2019/03/16/apple-watch-johnson-johnson-clinical-trial/
[17] https://www.nejm.org/doi/full/10.1056/NEJMe1902214

Top URLs in Tweet in G1:
[41] https://dcri.org/dcri-acc?utm_source=t.co&utm_medium=referral&utm_campaign=ACC_2019
[26] http://www.onlinejacc.org/content/73/9_Supplement_1?utm_medium=email_newsletter&utm_source=acc17&utm_campaign=spub&utm_content=20190304
[15] https://www.nejm.org/doi/full/10.1056/NEJMe1902214
[15] https://www.tctmd.com/news-acc-2019-low-risk-trials-cement-role-tavr-alongside-or-place-surgery
[12] https://www.nejm.org/doi/full/10.1056/NEJMoa1816885?query=featured_home&cookieSet=1
[11] https://www.cardiotalk.it/
[8] https://www.nejm.org/doi/full/10.1056/NEJMoa1803917?cookieSet=1
[8] https://twitter.com/JAMA_current/status/1106572011114037249
[8] https://www.acc.org/latest-in-cardiology/articles/2019/03/08/15/32/sat-9am-apple-heart-study-acc-2019
[8] https://www.nejm.org/doi/full/10.1056/NEJMoa1814052?query=featured_home&cookieSet=1

Top URLs in Tweet in G2:
[17] 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
[13] https://www.acc.org/imaging
[13] https://www.acc.org/membership/sections-and-councils/imaging-section/section-updates/2019/03/04/06/23/cardiac-imaging-at-acc19-a-sneak-peek
[12] 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
[12] 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
[10] https://twitter.com/DeeDeeWangMD/status/1106651407330013185
[8] https://www.cardiosmart.org
[8] https://twitter.com/JAMA_current/status/1106572011114037249
[8] https://www.radcliffecardiology.com/gallery/view-thoraxcenter-whats-hot-acc-2019
[7] https://twitter.com/achoiheart/status/1106180655262679042

Top URLs in Tweet in G3:
[33] https://www.forbes.com/sites/johnnosta/2019/01/17/apple-has-just-ushered-in-the-era-of-digital-health/
[17] https://www.statnews.com/2019/03/16/apple-watch-johnson-johnson-clinical-trial/
[12] https://murj.com/remote-inoffice-solution/
[11] https://www.medscape.com/viewarticle/910227?src=soc_tw_190314_mscpedt_news_mdscp_lowcarb&faf=1
[10] https://www.medscape.com/viewarticle/910194?src=soc_tw_190314_mscpedt_news_mdscp_acc19&faf=1
[10] https://www.medscape.com/viewarticle/910227?src=soc_tw_190313_mscpedt_news_mdscp_lowcarb&faf=1
[9] https://twitter.com/JAMA_current/status/1106572011114037249
[9] https://twitter.com/kennylinafp/status/1106600898678132736
[7] https://www.medscape.com/viewarticle/910476?src=soc_tw_190318_mscpedt_news_tho_diabetes&faf=1
[6] https://www.ajmc.com/conferences/acc-2019/giant-study-suggests-apple-watch-accurately-catches-afib

Top URLs in Tweet in G4:
[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/aabuzaiddr/status/1106908529582133248

Top URLs in Tweet in G5:
[14] https://us.medical.canon/download/home-event-flyer-acc-2019
[3] https://consultqd.clevelandclinic.org/whats-on-the-horizon-in-heart-failure-care-and-lvad-technology/?utm_campaign=qd%20tweets&utm_medium=social&utm_source=twitter&utm_content=181029%20heart%20technology&cvosrc=social%20network.twitter.qd%20tweets&cvo_creative=181029%20heart%20technology
[3] https://youtube.com/c/drk12
[2] https://consultqd.clevelandclinic.org/tavr-outperforms-savr-at-1-year-in-patients-at-low-surgical-risk/?utm_campaign=qd%20tweets&utm_medium=social&utm_source=twitter&utm_content=190316%20year%20risk&cvosrc=social%20network.twitter.qd%20tweets&cvo_creative=190316%20year%20risk
[2] https://twitter.com/heartotxheartmd/status/1106676639281364992
[2] https://twitter.com/cleclinicnews/status/1107325976315420680
[1] https://consultqd.clevelandclinic.org/10-of-2018s-most-notable-cardiovascular-studies/?utm_campaign=qd%20tweets&utm_medium=social&utm_source=twitter&utm_content=190103%20notable%20cardiovascular&cvosrc=social%20network.twitter.qd%20tweets&cvo_creative=190103%20notable%20cardiovascular
[1] https://consultqd.clevelandclinic.org/exercise-stress-test-performance-beats-age-in-predicting-longevity/?utm_campaign=qd%20tweets&utm_medium=social&utm_source=twitter&utm_content=190228%20exercise%20longevity&cvosrc=social%20network.twitter.qd%20tweets&cvo_creative=190228%20exercise%20longevity
[1] https://consultqd.clevelandclinic.org/smartwatch-technology-reliably-detects-afib-prior-to-cardioversion/?utm_campaign=qd%20tweets&utm_medium=social&utm_source=twitter&utm_content=2018%C2%ACc%20conference&cvosrc=social%20network.twitter.qd%20tweets&cvo_creative=2018%C2%ACc%20conference
[1] https://consultqd.clevelandclinic.org/3-things-to-keep-an-eye-on-in-evolving-tavr-care/?utm_campaign=qd%20tweets&utm_medium=social&utm_source=twitter&utm_content=181022%20evolving%20care&cvosrc=social%20network.twitter.qd%20tweets&cvo_creative=181022%20evolving%20care

Top URLs in Tweet in G6:
[3] http://www.evaluate.com/vantage/articles/events/conferences/acc-2019-preview-amarin-and-esperion-look-edge
[2] https://www.irhythmtech.com/silentaf
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2819%2930235-1%2Ffulltext&rc=0
[1] https://jamanetwork.com/journals/jama/fullarticle/2728676?guestAccessKey=3570d07f-5e26-471e-a71e-bde5528f5fa7&utm_source=twitter&utm_medium=social_jama&utm_term=2189396087&utm_content=followers-article_engagement-figure-tfl&utm_campaign=article_alert&linkId=64840667
[1] https://jamanetwork.com/journals/jama/fullarticle/2728674?guestAccessKey=54e048b5-59a3-4b81-95f9-15abba5d601d&utm_source=twitter&utm_medium=social_jama&utm_term=2189396084&utm_content=followers-article_engagement-text-tfl&utm_campaign=article_alert&linkId=64848169
[1] https://jamanetwork.com/journals/jama/fullarticle/2728675?guestAccessKey=bfe2fd74-e1d1-4666-bc6d-2f5becc2b407&utm_source=twitter&utm_medium=social_jama&utm_term=2189396094&utm_content=followers-article_engagement-figure-tfl&utm_campaign=article_alert&linkId=64840765
[1] https://jamanetwork.com/journals/jama/fullarticle/2728487?guestAccessKey=a6014bb4-8140-4836-88d7-d0751ac89528&utm_source=twitter&utm_medium=social_jama&utm_term=2191536191&utm_content=followers-article_engagement-text-tfl&utm_campaign=article_alert&linkId=64858570
[1] https://twitter.com/NEJM/status/1107266584534548480
[1] https://twitter.com/NEJM/status/1107308107993137158
[1] https://goo.gl/QjjQRq

Top URLs in Tweet in G7:
[2] https://twitter.com/ACCinTouch/status/1103044776872607744
[2] https://www.nejm.org/doi/full/10.1056/NEJMoa1816885?query=featured_home&cookieSet=1
[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.medtechdive.com/news/apple-heart-study-early-proof-of-concept-or-a-bit-of-a-gimmick/550659/
[1] https://www.medtechdive.com/news/apple-medtronic-and-more-medtech-to-track-at-acc19/550528/
[1] https://www.youtube.com/watch?v=4ivqL7B_h8U&feature=youtu.be


Top URLs in Tweet in G8:
[5] http://columbiasurgery.org/news/2019/03/17/breakthrough-heart-valve-surgery-more-people-can-now-benefit-tavr-procedure
[4] https://www.harvardmacy.org
[1] https://twitter.com/HeartOTXHeartMD/status/1102951932572901376
[1] https://www.nejm.org/doi/full/10.1056/NEJMoa1816885?cookieSet=1
[1] https://www.nejm.org/doi/full/10.1056/NEJMoa1814052?cookieSet=1
[1] https://jamanetwork.com/abusenotice
[1] https://www.nejm.org/doi/full/10.1056/NEJMoa1900486?cookieSet=1
[1] https://twitter.com/alenghat/status/1107359384546541578
[1] https://twitter.com/nthibodeaujarry/status/1106614943175061504
[1] https://twitter.com/nthibodeaujarry/status/1106644356436508673

Top URLs in Tweet in G9:
[3] https://intermountainhealthcare.org/news/2019/03/taking-statins-for-heart-disease-cuts-risk-of-second-serious-event-in-half/
[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://investor.regeneron.com/news-releases/news-release-details/regeneron-and-sanofi-present-new-praluentr-alirocumab-data-acc19?sf99846991=1
[1] https://investor.regeneron.com/news-releases/news-release-details/regeneron-and-sanofi-present-new-praluentr-alirocumab-data-acc19
[1] http://www.news.sanofi.us/2019-03-13-Sanofi-and-Regeneron-to-present-new-Praluent-R-alirocumab-data-at-ACC-19?sf209488443=1

Top URLs in Tweet in G10:
[1] https://twitter.com/DukeMBB/status/1106761121078353925
[1] https://twitter.com/UVAMensHoops/status/1106724639382867969
[1] https://www.instagram.com/p/BvDSlV_Higq/
[1] https://twitter.com/theacc/status/1106668961633132544
[1] https://twitter.com/accmbb/status/1106264458102476802
[1] https://twitter.com/Zendaya/status/1106263614611046400
[1] https://twitter.com/LUXURYLAW/status/1048958369506025475
[1] https://twitter.com/accmbb/status/1106278979567276032

Top Domains
Top Domains in Tweet in Entire Graph:
[1832] twitter.com
[354] acc.org
[177] medscape.com
[124] nejm.org
[94] onlinejacc.org
[93] youtube.com
[73] abstractsonline.com
[72] tctmd.com
[66] dcri.org
[48] statnews.com

Top Domains in Tweet in G1:
[657] twitter.com
[84] nejm.org
[66] dcri.org
[63] acc.org
[60] onlinejacc.org
[44] medscape.com
[44] tctmd.com
[34] mdmag.com
[32] instagram.com
[31] youtube.com

Top Domains in Tweet in G2:
[854] twitter.com
[217] acc.org
[47] youtube.com
[42] cardiosmart.org
[26] abstractsonline.com
[24] onlinejacc.org
[20] nejm.org
[14] ativsoftware.com
[13] tctmd.com
[13] pscp.tv

Top Domains in Tweet in G3:
[175] twitter.com
[112] medscape.com
[51] acc.org
[42] statnews.com
[33] forbes.com
[25] ajmc.com
[17] clinicaltrialresults.org
[15] tctmd.com
[14] medtronic.com
[12] murj.com

Top Domains in Tweet in G4:
[1] acc.org
[1] twitter.com

Top Domains in Tweet in G5:
[22] twitter.com
[15] medical.canon
[11] clevelandclinic.org
[4] siemens.com
[3] youtube.com
[3] auntminnie.com
[2] medscape.com
[1] nejm.org
[1] medicalxpress.com
[1] ap.org

Top Domains in Tweet in G6:
[13] twitter.com
[9] thelancet.com
[7] abstractsonline.com
[5] evaluate.com
[4] jamanetwork.com
[4] goo.gl
[4] upmcphysicianresources.com
[3] irhythmtech.com
[3] medscape.com
[2] nejm.org

Top Domains in Tweet in G7:
[23] twitter.com
[8] citoday.com
[4] nejm.org
[3] instagram.com
[2] medtechdive.com
[2] acc.org
[2] pace-cme.org
[2] paper.li
[1] envoyai.com
[1] youtube.com

Top Domains in Tweet in G8:
[10] twitter.com
[5] columbiasurgery.org
[4] harvardmacy.org
[3] nejm.org
[3] acc.org
[2] abstractsonline.com
[2] businesswire.com
[1] jamanetwork.com
[1] harvard.edu
[1] mobihealthnews.com

Top Domains in Tweet in G9:
[4] themedicinescompany.com
[3] sanofi.us
[3] intermountainhealthcare.org
[2] regeneron.com
[1] twitter.com

Top Domains in Tweet in G10:
[7] twitter.com
[1] instagram.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[21600] acc19
[1380] accfit
[1193] acc2019
[1179] cardiotwitter
[945] afib
[843] accwic
[834] appleheartstudy
[811] tavr
[693] cvimaging
[583] accimaging



Top Hashtags in Tweet in G1:
[6745] acc19
[442] acc2019
[405] cardiotwitter
[334] tavr
[332] afib
[277] appleheartstudy
[217] accfit
[198] heartfailure
[165] partner3
[156] nola

Top Hashtags in Tweet in G2:
[9693] acc19
[986] accfit
[741] accwic
[630] cvimaging
[624] cardiotwitter
[536] accimaging
[382] whycmr
[351] echofirst
[341] chd
[340] appleheartstudy

Top Hashtags in Tweet in G3:
[2041] acc19
[170] acc2019
[145] appleheartstudy
[139] tavr
[91] cardiotwitter
[83] accfit
[73] afib
[66] acccvt
[57] epeeps
[51] applewatch

Top Hashtags in Tweet in G4:
[510] acc19
[203] fibrilaciónauricular
[103] ictus
[56] fibrilacionauricular
[42] aco
[23] anticoagulación
[11] obesidad
[10] diabetes
[9] hic
[8] acods

Top Hashtags in Tweet in G5:
[341] acc19
[86] afib
[25] stroke
[21] cardiology
[11] appleheartstudy
[9] acc2019
[8] neworleans
[8] heart
[7] cardiotwitter
[6] oac

Top Hashtags in Tweet in G6:
[216] acc19
[34] cardiology
[23] appleheartstudy
[20] afib
[20] lancetcardiology
[20] heartfailure
[16] ai
[15] nhlbi
[13] ziobyirhythm
[13] mstops

Top Hashtags in Tweet in G7:
[217] acc19
[51] acc2019
[22] duke
[17] acctourney
[10] acctournament
[9] uncvsduke
[7] acc
[7] marchmadness
[7] unc
[6] dukevsunc

Top Hashtags in Tweet in G8:
[299] acc19
[45] accfit
[39] meded
[36] acccvtraining
[34] acc2019
[16] tavr
[14] cardiologists
[12] partner3
[12] digitalhealth
[11] cardiology

Top Hashtags in Tweet in G9:
[454] acc19
[266] afib
[100] stroke
[27] anticoagulation
[25] cardiovascular
[16] oac
[14] heartfailure
[12] ictus
[11] vte
[9] ich

Top Hashtags in Tweet in G10:
[85] acc19
[33] acctourney
[14] acc2019
[14] acctournament
[12] duke
[8] acc
[7] dukevsfsu
[6] uncvsduke
[4] thebrotherhood
[4] dukembb

Top Words
Top Words in Tweet in Entire Graph:
[26848] Words in Sentiment List#1: Positive
[16453] Words in Sentiment List#2: Negative
[34] Words in Sentiment List#3: Angry/Violent
[761078] Non-categorized Words
[804382] Total Words
[30260] acc19
[5970] accintouch
[3872] patients
[3257] risk
[2852] dr

Top Words in Tweet in G1:
[9885] acc19
[1839] patients
[1550] accintouch
[1373] risk
[1174] tavr
[1142] trial
[987] 3
[936] low
[855] dr
[799] heart

Top Words in Tweet in G2:
[12960] acc19
[3680] accintouch
[1495] accfit
[1478] drmarthagulati
[1410] dr
[1321] great
[1233] mmamas1973
[1202] purviparwani
[1127] cardiology
[1080] cardiotwitter

Top Words in Tweet in G3:
[2979] acc19
[550] study
[430] risk
[426] patients
[424] heart
[404] tavr
[383] apple
[379] accintouch
[330] dr
[296] more

Top Words in Tweet in G4:
[714] acc19
[442] fibrilaciónauricular
[341] ictus
[230] cobertura
[219] riesgo
[216] 16
[209] sigue
[208] 18
[208] novedades
[207] debate

Top Words in Tweet in G5:
[575] acc19
[125] patients
[113] afib
[103] booth
[95] cardiac
[92] heart
[83] risk
[59] study
[59] more
[58] cardiology

Top Words in Tweet in G6:
[460] acc19
[180] patients
[166] trial
[152] afib
[145] therapy
[136] ablation
[136] atrial
[136] fibrillation
[134] stroke
[129] breaking

Top Words in Tweet in G7:
[218] acc19
[51] acc2019
[43] duke
[22] zion
[20] acc
[19] 3
[17] acctourney
[17] s
[16] game
[15] out

Top Words in Tweet in G8:
[408] acc19
[81] risk
[71] accintouch
[67] tavr
[60] patients
[59] accfit
[58] low
[56] meded
[54] cardiology
[54] results

Top Words in Tweet in G9:
[636] acc19
[378] afib
[211] stroke
[191] patients
[175] risk
[112] atrial
[101] coverage
[92] follow
[89] fibrillation
[88] science

Top Words in Tweet in G10:
[88] acc19
[33] acctourney
[32] duke
[30] dukembb
[19] game
[15] zionw32
[15] acc2019
[14] acctournament
[14] espn
[13] tonight

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1263] low,risk
[1018] acc19,accintouch
[797] apple,heart
[766] heart,study
[698] don,t
[683] accintouch,acc19
[662] new,orleans
[641] looking,forward
[639] partner,3
[547] risk,patients

Top Word Pairs in Tweet in G1:
[587] low,risk
[395] partner,3
[320] apple,heart
[300] heart,study
[290] aortic,stenosis
[261] augustus,trial
[252] risk,patients
[248] low,surgical
[248] surgical,risk
[247] trial,results

Top Word Pairs in Tweet in G2:
[663] acc19,accintouch
[442] don,t
[402] accintouch,acc19
[354] low,risk
[337] looking,forward
[291] acc19,accfit
[287] acc19,chd
[277] cvimaging,echofirst
[272] accimaging,cvimaging
[272] echofirst,whycmr

Top Word Pairs in Tweet in G3:
[199] low,risk
[176] apple,heart
[168] heart,study
[109] apple,watch
[107] presented,acc19
[105] risk,patients
[87] watch,study
[85] acc19,accintouch
[77] false,alarms
[72] new,orleans

Top Word Pairs in Tweet in G4:
[212] fibrilaciónauricular,ictus
[205] sigue,cobertura
[205] cobertura,acc19
[205] acc19,16
[205] 16,18
[205] 18,marzo
[205] marzo,descubrir
[205] descubrir,últimas
[205] últimas,novedades
[205] novedades,científicas

Top Word Pairs in Tweet in G5:
[37] acc19,booth
[37] booth,531
[36] atrial,fibrillation
[34] booth,956
[33] experts,identified
[30] 40,relative
[29] fibrillation,acc19
[29] antibiotic,eluting
[28] team,experts
[28] identified,ten

Top Word Pairs in Tweet in G6:
[136] atrial,fibrillation
[121] drug,therapy
[121] acc19,afib
[114] breaking,cabana
[114] cabana,trial
[114] trial,catheter
[114] catheter,ablation
[106] disabling,stroke
[103] symptomatic,atrial
[91] death,disabling

Top Word Pairs in Tweet in G7:
[8] new,orleans
[7] acc19,acctournament
[7] low,risk
[6] 3,3
[5] duke,unc
[5] atrial,fibrillation
[5] acctourney,acc2019
[5] acc19,everydayhealth
[5] everydayhealth,health
[5] health,well

Top Word Pairs in Tweet in G8:
[53] low,risk
[39] tavr,low
[37] acccvtraining,accfit
[36] accfit,acccardioed
[31] acc19,acccvtraining
[24] presented,acc2019
[23] lots,going
[23] going,cpl
[23] cpl,days
[23] days,tavr

Top Word Pairs in Tweet in G9:
[89] atrial,fibrillation
[84] coverage,acc19
[83] afib,stroke
[81] science,discussion
[81] fibrillation,afib
[80] acc19,16
[80] 16,18
[79] follow,coverage
[79] 18,march
[79] march,latest

Top Word Pairs in Tweet in G10:
[16] acctourney,acc19
[13] acc19,acctourney
[5] congrats,dukembb
[5] acc19,acctournament
[4] dukembb,bluedevils
[3] acc19,dukevsfsu
[3] acc19,acc
[3] bluedevils,come
[3] come,see
[3] see,today

Top Replied-To
Top Replied-To in Entire Graph:
@drmarthagulati
@mmamas1973
@accintouch
@hect2701
@purviparwani
@heartdocsharon
@samrrazamd
@cmichaelgibson
@heartotxheartmd
@nadeenfaza

Top Replied-To in G1:
@hect2701
@mencardio
@accintouch
@drmarthagulati
@didier_tchetche
@rkwadhera
@cianpmccarthy
@cmichaelgibson
@heatherlgornik
@mvaduganathan

Top Replied-To in G2:
@drmarthagulati
@mmamas1973
@purviparwani
@accintouch
@heartdocsharon
@samrrazamd
@nadeenfaza
@achoiheart
@iamritu
@pushpashivaram

Top Replied-To in G3:
@matthewherper
@beaverspharmd
@cmichaelgibson
@jpari86
@rodrigobagur
@cardiacconsult
@stanforddeptmed
@accintouch
@ejsmd
@alexanderperino

Top Replied-To in G5:
@timjosephmd
@zdoggmd
@sarnoffcardio
@saranegrotto
@vumc_heart

Top Replied-To in G6:
@tomcascinomd
@umichmedicine
@venkmurthy
@drhebamd
@garimameh

Top Replied-To in G8:
@boyddamp
@drjennhaythe
@sangeetacardsmd
@erinmichos
@johnwmcevoy
@kberlacher
@drsuneet
@kedarsankholkar
@august385
@heartdocsharon

Top Replied-To in G9:
@signagnststroke
@profkausikray

Top Replied-To in G10:
@dukembb
@uvamenshoops
@espn
@zionw32
@fsuhoops
@unc_basketball
@warriors
@dukebasketball
@realjaywilliams
@ncstate

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

Top Mentioned in G1:
@accintouch
@nejm
@mmamas1973
@secardiologia
@pcronline
@drmarthagulati
@jaccjournals
@mirvatalasnag
@mayocliniccv
@accmediacenter

Top Mentioned in G2:
@accintouch
@drmarthagulati
@purviparwani
@mmamas1973
@iamritu
@drtoniyasingh
@pooh_velagapudi
@heartotxheartmd
@samrrazamd
@onco_cardiology

Top Mentioned in G3:
@accintouch
@cmichaelgibson
@leftbundle
@mhif_heart
@accmediacenter
@erictopol
@deedeewangmd
@mayocliniccv
@gillkentucky
@nejm

Top Mentioned in G4:
@accintouch
@svraomd
@cmichaelgibson
@heartotxheartmd
@andreasgevaert
@healthtechpitt

Top Mentioned in G5:
@accintouch
@donnakarnett
@erinmichos
@allanlkleinmd1
@rblument1
@mountsinaiheart
@jaccjournals
@khaldountarakji
@siemenshealth
@cleclinicmd

Top Mentioned in G6:
@accintouch
@venkmurthy
@jama_current
@danmarkmd
@healthtechpitt
@thelancet
@pitthealthsci
@chru_de_nancy
@els_cardiology
@nih_nhlbi

Top Mentioned in G7:
@tanjarinenola

Top Mentioned in G8:
@accintouch
@acccardioed
@yalecardiology
@columbiasurgery
@hmkyale
@uchicagomed
@martymleon
@boedudley
@atul_gawande
@chrismalaisrie

Top Mentioned in G9:
@intermountain
@accintouch
@american_heart
@sanofius
@mdconews
@abcardio1
@profkausikray
@scottwrightmd
@khurramn1
@drquinncapers4

Top Mentioned in G10:
@dukembb
@zionw32
@fsuhoops
@espn
@dukebasketball
@unc_basketball
@wendybilas
@goheels
@uvamenshoops
@marchmadness

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@robinsnewswire
@sectest9
@nosqldigest
@united
@lopezgovlaw
@applesupport
@delta
@edinburghwatch
@southwestair

Top Tweeters in G1:
@lopezgovlaw
@applesupport
@edinburghwatch
@cindy_52s
@nytimes
@xiao_signo028
@jeremypmurphy
@quick13
@ahmedwagih
@machinelearn_d

Top Tweeters in G2:
@americanair
@united
@delta
@southwestair
@gamergeeknews
@marriottbonvoy
@jetblue
@815wrldtrvlr
@threadreaderapp
@flwrgardengifts

Top Tweeters in G3:
@robinsnewswire
@evankirstel
@mccarrenbill
@ottlegalrebels
@billnigh
@kimvie
@rigotordoc
@reuters
@malqahtani2011
@mailonline

Top Tweeters in G4:
@algonfdez
@raumunz
@fullerpro40
@dragontauro
@crenierhelena
@collana_a
@marychuy13
@gipsysanz
@anasoga
@intrepido221bx

Top Tweeters in G5:
@onahunttoday
@annwalthour
@syr829
@1chefdiva
@quemero20
@lillianmcrowley
@nanaware1
@queenmsheba
@kjpritchard4
@rmendez1

Top Tweeters in G6:
@benefitvburden
@manyez
@monitor_ph
@drnic1
@marciasgreen
@naijaflyingdr
@gnobreakthrough
@domingonarvaez1
@eypepe
@keithgrimes

Top Tweeters in G7:
@micahharshaw
@infopronetwork
@jenvargas
@allwellguide
@mrgoodvar
@dietsdietsdiets
@trendsdallas
@nwbrdh
@ndemnkem
@chilottery

Top Tweeters in G8:
@vernapolitics
@lk2chat
@cnycentral
@google
@sardimperium
@syracuseon247
@drjfrank
@mededbot
@amazon
@bokera1

Top Tweeters in G9:
@ranvir03304780
@rtlikewin
@rakeshkumarty16
@debbiec50234788
@khanfahad457
@firojkh57781644
@wiseoldqueen
@apnsatish
@ayushsi63554501
@hayor45cepeda

Top Tweeters in G10:
@sportscenter
@espn
@king
@warriors
@madisonsocial
@gmind10
@nrsgjbhctwmn1
@jaybilas
@jamarherrod
@lackey_thomas


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