#acc19 OR #acc2019 since:2019-3-18, Twitter, 3/19/2019 5:01:23 PM, 190895
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#acc19 OR #acc2019 since:2019-3-18 Twitter NodeXL SNA Map and Report for Tuesday, 19 March 2019 at 0
#acc19 OR #acc2019 since:2019-3-18 Twitter NodeXL SNA Map and Report for Tuesday, 19 March 2019 at 0
View an interactive version of this graph (experimental)
From:
scotpublichealth
Uploaded on:
March 19, 2019
Short Description:
Complete #ACC19 map via NodeXL (adding in stray #ACC2019 tweets) http://bit.ly/2JoOluI
@epeeps_bot
@accintouch
@nejm
@contraelictus
@cleclinicmd
@cmichaelgibson
@signagnststroke
@iamritu
@drmarthagulati
@jama_current

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

Description:
Description


This analysis shows tweets related to the American College of Cardiology Conference.
The conference ran in New Orleans, 16-18 March 2019.

Because of the huge volume of tweets this analysis was run in installments:
- first, the week from Friday, 08 March 2019 at 20:01 UTC to 23:59 UTC on Friday, 15 March 2019
- in 24 hour blocks for Saturday, 16 March and Sunday 17 March 2019
- a 32 period to cover the end of the conference and reflections as people traveled home (to Tuesday, 19 March 2019 at 08:00 UTC).

The graph represents a network of 10,476 tweeters whose recent tweets contained "#ACC19 OR #ACC2019", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The final extract was obtained from Twitter on Tuesday, 19 March 2019 at 08:15 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 : 10476
Unique Edges : 53629
Edges With Duplicates : 90891
Total Edges : 144520
Self-Loops : 6453
Reciprocated Vertex Pair Ratio : 0.0998539472672765
Reciprocated Edge Ratio : 0.181576740285155
Connected Components : 294
Single-Vertex Connected Components : 230
Maximum Vertices in a Connected Component : 10069
Maximum Edges in a Connected Component : 144056
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.213895
Graph Density : 0.000651927670110383
Modularity : 0.250324
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[66] 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
[40] https://www.forbes.com/sites/johnnosta/2019/01/17/apple-has-just-ushered-in-the-era-of-digital-health/
[34] 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
[28] 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
[28] https://twitter.com/JAMA_current/status/1106572011114037249
[27] https://www.tctmd.com/news-acc-2019-low-risk-trials-cement-role-tavr-alongside-or-place-surgery
[26] https://www.statnews.com/2019/03/18/amarin-vascepa-fish-oil-heart-attacks/
[26] http://www.onlinejacc.org/content/73/9_Supplement_1?utm_medium=email_newsletter&utm_source=acc17&utm_campaign=spub&utm_content=20190304
[25] 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
[20] 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.linkedin.com/pulse/glimpse-future-health-care-high-tech-enabling-high-touch-lloyd-minor/?linkId=64908647
[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://twitter.com/kennylinafp/status/1106600898678132736
[11] https://www.nejm.org/doi/full/10.1056/NEJMoa1817083
[10] https://www.acc.org/latest-in-cardiology/articles/2019/03/08/15/32/mon-8am-reduce-it-reduction-total-ischemic-events-icosapent-ethyl-acc-2019/?utm_medium=social&utm_source=twitter_post&utm_campaign=twitter_post
[10] https://twitter.com/cleclinicnews/status/1107325976315420680
[8] https://www.acc.org/about-acc/press-releases/2019/03/18/09/20/stopping-dapt-after-one-month-improved-outcomes-in-stent-patients?utm_medium=social&utm_source=twitter_post&utm_campaign=twitter_post
[7] https://accscientificsession.acc.org/Meeting-Destinations/Learning-Destinations/Future-Hub/?utm_medium=social&utm_source=twitter_post&utm_campaign=twitter_post

Top URLs in Tweet in G2:
[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://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] https://www.tctmd.com/news-acc-2019-low-risk-trials-cement-role-tavr-alongside-or-place-surgery
[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
[10] https://twitter.com/IAmDrIbrahim/status/1104393207167807488
[10] https://twitter.com/DeeDeeWangMD/status/1106651407330013185
[9] https://twitter.com/JAMA_current/status/1106572011114037249
[9] https://twitter.com/alenghat/status/1107359384546541578

Top URLs in Tweet in G3:
[44] https://www.nejm.org/doi/full/10.1056/NEJMoa1817083
[25] http://www.onlinejacc.org/content/73/9_Supplement_1?utm_medium=email_newsletter&utm_source=acc17&utm_campaign=spub&utm_content=20190304
[24] https://www.ahajournals.org/?cookieSet=1
[16] https://www.ahajournals.org/doi/abs/10.1161/CIRCULATIONAHA.119.039996?cookieSet=1
[14] https://www.nejm.org/doi/full/10.1056/NEJMe1902214
[13] https://www.nejm.org/doi/full/10.1056/NEJMe1901651
[13] https://twitter.com/JAMA_current/status/1106572011114037249
[13] https://www.tctmd.com/news-acc-2019-low-risk-trials-cement-role-tavr-alongside-or-place-surgery
[10] https://www.medscape.com/viewarticle/910510?src=soc_tw_190317_mscpedt_news_tho_acc19&faf=1
[10] https://www.medscape.com/viewarticle/910194?src=soc_tw_190314_mscpedt_news_mdscp_acc19&faf=1

Top URLs in Tweet in G4:
[39] 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/
[16] https://jamanetwork.com/abusenotice
[13] https://murj.com/remote-inoffice-solution/
[12] https://investor.amarincorp.com/news-releases/news-release-details/vascepar-icosapent-ethyl-showed-30-reduction-total
[11] https://www.statnews.com/2019/03/16/apple-watch-johnson-johnson-clinical-trial/
[5] https://www.statnews.com/2019/03/16/acc-apple-watch-study/
[5] https://www.statnews.com/2019/03/17/phasebio-nejm-spotlight-can-shares-rebound/
[4] https://www.statnews.com/signup/acc-30-seconds/
[4] http://www.evaluate.com/vantage/articles/events/conferences/acc-2019-round-esperion-and-amarin-prepare-go-it-alone

Top URLs in Tweet in G5:
[17] 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://consultqd.clevelandclinic.org/wrap-it-reveals-40-reduction-in-cied-infections-with-antibiotic-envelope/?utm_campaign=cc%20tweets&utm_medium=social&utm_source=twitter&utm_content=031719%20ACC&cvosrc=social%20network.twitter.cc%20tweets&cvo_creative=031719%20ACC
[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
[3] https://intermountainhealthcare.org/news/2019/03/taking-statins-for-heart-disease-cuts-risk-of-second-serious-event-in-half/
[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] 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.abbott.com/American-College-of-Cardiology-ACC.html#sf209513917
[2] https://www.themedicinescompany.com/open-letter-cardiology-community/

Top URLs in Tweet in G6:
[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
[2] https://www.abstractsonline.com/pp8/#!/5758/session/1596
[1] https://www.acc.org/about-acc/press-releases/2019/03/06/10/29/low-carb-diet-tied-to-common-heart-rhythm-disorder
[1] http://newsroom.gehealthcare.com/achy-breaky-heart-cardiac-ct-doctors-assess-source-chest-pain-finds-study/?utm_source=twitter.com&utm_medium=GESocial&utm_content=CardiacCT&utm_campaign=SCOTHeart
[1] http://newsroom.gehealthcare.com/cardiologists-will-soon-be-data-scientists-too?utm_source=twitter.com&utm_medium=GESocial&utm_content=&utm_campaign=Centricity+Truck+Tour
[1] http://newsroom.gehealthcare.com/new-cardio-center-steps-up-the-beat/?utm_source=twitter.com&utm_medium=GESocial&utm_content=&utm_campaign=Clinique+Pasteur
[1] http://newsroom.gehealthcare.com/cardiac-software-stanford-basement-artificial-intelligence/?utm_source=twitter.com&utm_medium=GESocial&utm_content=ViosWorks&utm_campaign=RSNA18
[1] https://twitter.com/ContraelIctus/status/1106826181691600897
[1] https://twitter.com/cardiacmonitors/status/1105293397454086144
[1] https://twitter.com/cardiacmonitors/status/1107052627903156224

Top URLs in Tweet in G7:
[2] https://twitter.com/ACCinTouch/status/1103044776872607744
[2] https://pace-cme.org/2019/03/15/smart-watch-can-detect-af-a-beginning-of-an-era-with-new-wearable-technology-to-screen-af/
[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


Top URLs in Tweet in G8:
[3] https://twitter.com/rohitdukemehta/status/1107389500714557440
[3] https://www.pscp.tv/w/b1-zfDF6WUtiQnJZeUprS2V8MWt2SnBFbUFtT294RT9K3lF9_6KN968TAbjekviyD1wcHY1RosyPl2uovmfK
[2] https://www.atriumhealth.org/acc19
[2] https://twitter.com/tomdraper1424/status/1106951005474906115
[2] https://twitter.com/tomdraper1424/status/1107352294260133888
[1] https://twitter.com/atriumhealth/status/1107322661519179776
[1] https://atriumhealth.org/acc19
[1] https://twitter.com/tomdraper1424/status/1107035325837307904
[1] https://twitter.com/jgschwartzmd/status/1107728919095136256
[1] https://www.abstractsonline.com/pp8/#!/5758/session/125

Top URLs in Tweet in G9:
[3] https://www.acc.org/latest-in-cardiology/articles/2019/03/08/15/32/mon-8am-reduce-it-reduction-total-ischemic-events-icosapent-ethyl-acc-2019/?utm_medium=social&utm_source=twitter_post&utm_campaign=twitter_post
[2] https://www.abstractsonline.com/pp8/#!/5758/presentation/50489
[2] https://twitter.com/annevalente1/status/1107260589410275328
[2] https://www.acc.org/latest-in-cardiology/clinical-trials/2019/03/16/23/49/infinity/?utm_medium=social&utm_source=twitter_post&utm_campaign=twitter_post
[2] https://newsnetwork.mayoclinic.org/discussion/big-data-adds-clarity-certainty-to-clinical-trial-outcomes-for-afib/
[1] https://twitter.com/ACCinTouch/status/1107722539495763970
[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] http://www.onlinejacc.org/content/73/9/1089

Top URLs in Tweet in G10:
[5] https://www.youtube.com/watch?v=0atIZFO6srU&feature=youtu.be

[4] https://twitter.com/schwiettmac/status/1107379577452707840
[1] https://twitter.com/swleun2/status/1106891775178883072
[1] https://twitter.com/Baker05LR/status/1106913819891253249
[1] https://www.cognitoforms.com/AgentisManagement1/KYACC2019MidwestWomenInCardiologySymposium
[1] https://twitter.com/vlsorrellimages/status/1107052539097346048
[1] https://twitter.com/beaverspharmd/status/1107286642648322048
[1] https://twitter.com/ATRIUMRx/status/1105515043418972161
[1] https://twitter.com/gillkentucky/status/1107622732072656902
[1] https://drive.google.com/file/d/1-a7UrguFvsBxnUD-WqLPhgHp1hV4cca2/view

Top Domains
Top Domains in Tweet in Entire Graph:
[2387] twitter.com
[492] acc.org
[241] medscape.com
[224] nejm.org
[132] youtube.com
[123] onlinejacc.org
[96] statnews.com
[90] abstractsonline.com
[83] ahajournals.org
[80] tctmd.com

Top Domains in Tweet in G1:
[506] twitter.com
[216] acc.org
[73] dcri.org
[71] nejm.org
[47] mdmag.com
[46] healio.com
[45] onlinejacc.org
[41] heart.org
[37] medscape.com
[33] jamanetwork.com

Top Domains in Tweet in G2:
[1324] twitter.com
[147] acc.org
[77] youtube.com
[46] cardiosmart.org
[32] tctmd.com
[32] medscape.com
[30] onlinejacc.org
[28] nejm.org
[28] abstractsonline.com
[27] instagram.com

Top Domains in Tweet in G3:
[324] twitter.com
[159] medscape.com
[108] nejm.org
[101] acc.org
[53] clinicaltrialresults.org
[43] ahajournals.org
[40] tctmd.com
[35] onlinejacc.org
[34] ajmc.com
[15] healio.com

Top Domains in Tweet in G4:
[66] statnews.com
[44] twitter.com
[39] forbes.com
[20] jamanetwork.com
[15] evaluate.com
[13] murj.com
[12] amarincorp.com
[11] linkedin.com
[9] abstractsonline.com
[6] onlinejacc.org

Top Domains in Tweet in G5:
[18] medical.canon
[14] clevelandclinic.org
[7] siemens.com
[5] mediaroom.com
[4] themedicinescompany.com
[3] sanofi.us
[3] abbott.com
[3] structuralheartsolutions.com
[3] intermountainhealthcare.org
[2] twitter.com

Top Domains in Tweet in G6:
[6] gehealthcare.com
[4] twitter.com
[2] abstractsonline.com
[1] acc.org

Top Domains in Tweet in G7:
[30] twitter.com
[7] pace-cme.org
[5] paper.li
[4] acc.org
[3] instagram.com
[3] nejm.org
[2] onlinejacc.org
[2] linkedin.com
[2] rocketpharma.com
[2] ibio.org

Top Domains in Tweet in G8:
[31] twitter.com
[5] pscp.tv
[3] atriumhealth.org
[1] abstractsonline.com
[1] instagram.com

Top Domains in Tweet in G9:
[10] twitter.com
[8] acc.org
[4] abstractsonline.com
[3] onlinejacc.org
[2] mayoclinic.org
[1] philly.com
[1] nejm.org
[1] mountsinai.org

Top Domains in Tweet in G10:
[28] twitter.com
[14] medtronic.com
[5] youtube.com
[1] cognitoforms.com
[1] google.com
[1] linkedin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[28865] acc19
[1699] accfit
[1558] acc2019
[1450] cardiotwitter
[1181] afib
[1071] tavr
[1027] accwic
[897] appleheartstudy
[852] cvimaging
[785] accimaging



Top Hashtags in Tweet in G1:
[6826] acc19
[385] cardiotwitter
[350] appleheartstudy
[284] acc2019
[268] heartfailure
[249] afib
[205] tavr
[200] accfit
[186] accep
[128] cardiology

Top Hashtags in Tweet in G2:
[13449] acc19
[1251] accfit
[931] accwic
[829] cardiotwitter
[798] cvimaging
[723] accimaging
[648] acc2019
[459] echofirst
[436] whycmr
[423] chd

Top Hashtags in Tweet in G3:
[4004] acc19
[410] tavr
[293] acc2019
[244] afib
[207] accic
[195] appleheartstudy
[171] cardiotwitter
[167] accfit
[140] partner3
[102] augustus

Top Hashtags in Tweet in G4:
[747] acc19
[113] afib
[60] cardiology
[44] digitalhealth
[39] apple
[37] acc2019
[27] appleheartstudy
[26] stroke
[24] ai
[22] heartfailure

Top Hashtags in Tweet in G5:
[881] acc19
[299] afib
[108] stroke
[30] anticoagulation
[26] cardiovascular
[22] oac
[15] heartfailure
[13] appleheartstudy
[13] hypertension
[12] acc2019

Top Hashtags in Tweet in G6:
[853] acc19
[295] fibrilaciónauricular
[146] ictus
[60] afib
[56] fibrilacionauricular
[52] aco
[29] anticoagulación
[20] ai
[19] cardiology
[19] stroke

Top Hashtags in Tweet in G7:
[230] acc19
[53] acc2019
[22] duke
[17] acctourney
[10] acctournament
[9] marchmadness
[9] uncvsduke
[8] unc
[7] acc
[6] neworleans

Top Hashtags in Tweet in G8:
[178] acc19
[58] acctourney
[23] acc2019
[15] duke
[15] acctournament
[13] appleheartstudy
[9] acc
[8] dukevsfsu
[7] tavr
[6] dukembb

Top Hashtags in Tweet in G9:
[250] acc19
[22] achd
[21] chd
[16] pedscicu
[11] tavr
[9] jaccint
[8] cardiotwitter
[7] pedscards
[7] accic
[7] safaristemi

Top Hashtags in Tweet in G10:
[308] acc19
[79] acccvt
[21] tavr
[14] structuralheart
[13] medtronic
[12] acc2019
[10] afib
[7] futurefit
[6] hemodynamics
[5] accwic

Top Words
Top Words in Tweet in Entire Graph:
[39250] Words in Sentiment List#1: Positive
[22294] Words in Sentiment List#2: Negative
[39] Words in Sentiment List#3: Angry/Violent
[1050240] Non-categorized Words
[1111787] Total Words
[41512] acc19
[7859] accintouch
[5676] patients
[4389] risk
[4312] dr

Top Words in Tweet in G1:
[10387] acc19
[1961] accintouch
[1820] patients
[1321] dr
[1204] risk
[962] trial
[929] heart
[926] study
[883] more
[855] new

Top Words in Tweet in G2:
[18158] acc19
[4840] accintouch
[2073] dr
[2005] drmarthagulati
[1908] accfit
[1832] great
[1589] mmamas1973
[1573] purviparwani
[1557] cardiology
[1523] cardiotwitter

Top Words in Tweet in G3:
[6485] acc19
[1697] patients
[1380] tavr
[1228] risk
[1216] trial
[1046] low
[796] 3
[632] heart
[620] stroke
[603] study

Top Words in Tweet in G4:
[1272] acc19
[326] patients
[287] afib
[223] study
[193] trial
[191] apple
[172] stroke
[171] heart
[151] ablation
[150] watch

Top Words in Tweet in G5:
[1171] acc19
[437] afib
[262] patients
[259] stroke
[232] risk
[192] atrial
[160] fibrillation
[144] coverage
[136] cardiac
[134] follow

Top Words in Tweet in G6:
[1294] acc19
[621] fibrilaciónauricular
[469] ictus
[332] pacientes
[305] cobertura
[290] 16
[281] 18
[276] sigue
[276] debate
[275] novedades

Top Words in Tweet in G7:
[231] acc19
[53] acc2019
[44] duke
[26] acc
[23] zion
[21] new
[19] s
[17] out
[17] acctourney
[17] 3

Top Words in Tweet in G8:
[240] acc19
[59] accintouch
[58] acctourney
[57] heart
[53] sanger
[48] institute
[47] more
[45] vascular
[38] duke
[36] clinical

Top Words in Tweet in G9:
[352] acc19
[153] dr
[105] chd
[64] abbott
[53] disease
[50] heart
[47] congenital
[46] accintouch
[43] day
[42] patients

Top Words in Tweet in G10:
[364] acc19
[122] accintouch
[94] acccvt
[64] dr
[61] gillkentucky
[59] study
[49] kentuckyacc
[48] over
[44] poster
[41] presented

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1658] low,risk
[1404] acc19,accintouch
[912] accintouch,acc19
[891] partner,3
[867] don,t
[847] apple,heart
[814] heart,study
[753] risk,patients
[752] new,orleans
[675] looking,forward

Top Word Pairs in Tweet in G1:
[366] low,risk
[308] acc19,accintouch
[289] apple,heart
[284] heart,study
[267] accintouch,acc19
[252] acc19,accep
[232] presented,acc19
[230] heart,failure
[216] primary,prevention
[183] don,t

Top Word Pairs in Tweet in G2:
[913] acc19,accintouch
[571] don,t
[518] low,risk
[517] accintouch,acc19
[424] looking,forward
[384] accimaging,cvimaging
[375] acc19,accfit
[373] new,orleans
[337] acc19,chd
[325] cvimaging,echofirst

Top Word Pairs in Tweet in G3:
[637] low,risk
[466] partner,3
[332] risk,patients
[324] aortic,stenosis
[316] augustus,trial
[300] surgical,risk
[295] low,surgical
[290] apple,heart
[266] death,stroke
[260] trial,results

Top Word Pairs in Tweet in G4:
[143] atrial,fibrillation
[116] catheter,ablation
[114] drug,therapy
[113] acc19,afib
[109] cabana,trial
[109] trial,catheter
[108] breaking,cabana
[100] disabling,stroke
[97] symptomatic,atrial
[94] cardiac,arrest

Top Word Pairs in Tweet in G5:
[160] atrial,fibrillation
[124] coverage,acc19
[123] afib,stroke
[118] fibrillation,afib
[117] science,discussion
[117] acc19,16
[117] 16,18
[116] follow,coverage
[116] 18,march
[116] march,latest

Top Word Pairs in Tweet in G6:
[283] fibrilaciónauricular,ictus
[273] sigue,cobertura
[273] cobertura,acc19
[273] acc19,16
[273] 16,18
[273] 18,marzo
[273] marzo,descubrir
[273] descubrir,últimas
[273] últimas,novedades
[273] novedades,científicas

Top Word Pairs in Tweet in G7:
[8] new,orleans
[7] acc19,acctournament
[7] acc19,read
[6] apple,watch
[6] 3,3
[5] duke,unc
[5] acctourney,acc2019
[4] visit,booth
[4] acctourney,acc19
[4] college,basketball

Top Word Pairs in Tweet in G8:
[45] sanger,heart
[45] heart,vascular
[45] vascular,institute
[20] acctourney,acc19
[19] accintouch,scientific
[19] scientific,session
[19] dr,michael
[19] michael,rinaldi
[18] clinical,trials
[18] acc19,accintouch

Top Word Pairs in Tweet in G9:
[38] congenital,heart
[38] heart,disease
[33] acc19,please
[32] final,day
[32] day,acc19
[32] please,take
[32] take,moment
[32] moment,remember
[32] remember,dr
[32] dr,maude

Top Word Pairs in Tweet in G10:
[37] acc19,accintouch
[33] acc19,acccvt
[27] presented,acc19
[23] apple,watch
[22] accintouch,kentuckyacc
[22] 1,apple
[22] watch,study
[22] study,presented
[22] acc19,remarkable
[22] remarkable,feasibility

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

Top Replied-To in G1:
@hect2701
@accintouch
@dineshpmcc1
@mvaduganathan
@cianpmccarthy
@drmarthagulati
@rkwadhera
@matthewherper
@marcbonaca
@ejsmd

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

Top Replied-To in G3:
@hect2701
@mencardio
@cmichaelgibson
@cardiacconsult
@didier_tchetche
@ajaykirtane
@jreinermd
@rodrigobagur
@mirvatalasnag
@willsuh76

Top Replied-To in G4:
@marben100
@matthewherper
@gusman1859
@pickingmyown
@cmichaelgibson
@mayocliniccv
@accintouch
@chrissyfarr
@skathire
@iamritu

Top Replied-To in G5:
@alnylam
@divyangrpatel
@jeffhsumd

Top Replied-To in G6:
@signagnststroke

Top Replied-To in G8:
@dukembb
@uvamenshoops
@espn
@zionw32
@fsuhoops
@carlystephenson
@unc_basketball
@cathiebiga
@warriors
@firstcitizens

Top Replied-To in G9:
@drmalissawood
@pushpashivaram
@sasha_opo
@heartotxheartmd
@lenamorsch
@marcbonaca
@achoiheart
@cardiacunited
@drtonypastor
@fredwumd

Top Replied-To in G10:
@beaverspharmd
@gillkentucky
@sara_klinger
@swleun2
@uk_healthcare
@davedixonpharmd
@accpcardprn
@accintouch
@drdevireddy

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

Top Mentioned in G1:
@accintouch
@jaccjournals
@leftbundle
@nejm
@dlbhattmd
@accmediacenter
@mmamas1973
@ahascience
@mghhearthealth
@dramitkhera

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

Top Mentioned in G3:
@accintouch
@secardiologia
@nejm
@pcronline
@cardiologiasvc
@mmamas1973
@mencardio
@mirvatalasnag
@cmichaelgibson
@siac_cardio

Top Mentioned in G4:
@accintouch
@erictopol
@cmichaelgibson
@matthewherper
@forbes
@jama_current
@drdave01
@mayoclinic
@alivecor
@cardiobrief

Top Mentioned in G5:
@khaldountarakji
@sandralauck
@providence_hlth
@ubcnursing
@rvivekanandanmd
@intermountain
@allanlkleinmd1
@accintouch
@canonmedicalus
@siemenshealth

Top Mentioned in G6:
@gehealthcare
@stanfordmed
@suzannecoulsto1
@nvidiaai
@bessalina1
@accintouch
@nejm
@dia_analysis
@coursthibaut
@kara52096054

Top Mentioned in G7:
@tanjarinenola

Top Mentioned in G8:
@accintouch
@atriumhealth
@garosemd
@dukembb
@hadleywilsonmd
@sports_night
@accmbb
@cuse_mbb
@zionw32
@louisvillembb

Top Mentioned in G9:
@accintouch
@mottchildren
@mkolive83
@drmarthagulati
@mmamas1973
@pc4quality
@heartdocsharon
@amibhattmd
@etiometry
@ochsnerhealth

Top Mentioned in G10:
@accintouch
@gillkentucky
@kentuckyacc
@uk_healthcare
@susansmithsmyth
@accmediacenter
@vlsorrellimages
@swleun2
@uk_cop
@beaverspharmd

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

Top Tweeters in G1:
@sectest9
@mccarrenbill
@dollycent
@adunlea
@malqahtani2011
@jeremypmurphy
@wsj
@caring_mobile
@ap
@quick13

Top Tweeters in G2:
@americanair
@robinsnewswire
@united
@delta
@southwestair
@lorimoreno
@gamergeeknews
@marriottbonvoy
@jetblue
@815wrldtrvlr

Top Tweeters in G3:
@applesupport
@cindy_52s
@billnigh
@kimvie
@rigotordoc
@nytimes
@threadreaderapp
@xiao_signo028
@time
@usatoday

Top Tweeters in G4:
@evankirstel
@ottlegalrebels
@businessinsider
@tradnews_
@telegraph
@vernapolitics
@nancyrubin
@cnbc
@gonzalobarria
@nxtstop1

Top Tweeters in G5:
@twitkcg
@onahunttoday
@ranvir03304780
@manchuriandevil
@annwalthour
@syr829
@1chefdiva
@beverlynotmypre
@lalojimjuarez
@rtlikewin

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

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

Top Tweeters in G8:
@lopezgovlaw
@joanpzls
@sportscenter
@espn
@bretjust1t
@king
@mikesolarte
@warriors
@joebabaian
@caillouborden12

Top Tweeters in G9:
@nosqldigest
@chidambara09
@phillydotcom
@phillyinquirer
@majormarginal
@marilyn29725359
@therealgruffy
@manifattura40
@andrewstuart
@gmdc1958

Top Tweeters in G10:
@jonesls
@ginimartinez
@bbntoday
@universityofky
@greggarner87
@faizezanee
@indianauniv
@utknoxville
@karekare413
@virginiamason


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