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#acc17 since:2017-03-18 until:2017-03-19 Twitter NodeXL SNA Map and Report for Monday, 20 March 2017
#acc17 since:2017-03-18 until:2017-03-19 Twitter NodeXL SNA Map and Report for Monday, 20 March 2017
From:
scotpublichealth
Uploaded on:
March 20, 2017
Short Description:
#acc17 since:2017-03-18 until:2017-03-19 via NodeXL http://bit.ly/2nfS9S6
@drkevincampbell
@philipslivefrom
@nejm
@acccardioed
@accintouch

Description:
Description
The graph represents a network of 3,981 Twitter users whose recent tweets contained "#acc17 since:2017-03-18 until:2017-03-19", 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, 20 March 2017 at 21:49 UTC.

The tweets in the network were tweeted over the 23-hour, 59-minute period from Saturday, 18 March 2017 at 00:00 UTC to Saturday, 18 March 2017 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 : 3981
Unique Edges : 9907
Edges With Duplicates : 8934
Total Edges : 18841
Self-Loops : 3031
Reciprocated Vertex Pair Ratio : 0.0481096495262625
Reciprocated Edge Ratio : 0.0918027031771108
Connected Components : 216
Single-Vertex Connected Components : 129
Maximum Vertices in a Connected Component : 3579
Maximum Edges in a Connected Component : 18359
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.439857
Graph Density : 0.000719119334426465
Modularity : 0.344679
NodeXL Version : 1.0.1.375

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[99] http://www.nejm.org/doi/full/10.1056/NEJMoa1700518
[94] http://www.usa.philips.com/a-w/about/news/archive/standard/news/press/2017/20170317-philips-showcases-data-driven-cardiology-solutions-at-acc-17.html
[78] http://www.usa.philips.com/healthcare/about/events-calendar/acc?origin=13_global_en_ACC2017_twitter___philipslivefrom&linkId=35509773
[59] http://www.usa.philips.com/healthcare/about/events-calendar/acc?origin=13_global_en_ACC2017_twitter___philipslivefrom&linkId=35296113
[44] http://nej.md/1234567
[35] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2817%2930752-3%2Ffulltext&rc=0&code=lancet-site
[25] http://www.nejm.org/doi/full/10.1056/NEJMe1701628
[25] http://www.nejm.org/doi/full/10.1056/NEJMoa1701067
[25] http://www.volcanocorp.com/clinical/iFR/?utm_source=twitter&utm_campaign=13_global_en_ACC2017&utm_medium=socialmedia&linkId=35324064
[24] https://accscientificsession.acc.org/Error/NotFound?item=/plan-your-program/keynote-lectures&user=extranet\Anonymous&site=website

Top URLs in Tweet in G1:
[10] http://www.usa.philips.com/healthcare/about/events-calendar/acc?origin=13_global_en_ACC2017_twitter___philipslivefrom&linkId=35296113
[7] https://accscientificsession.acc.org/ACC17/Past-Sessions
[6] http://www.abstractsonline.com/pp8/#!/4223/sessions/@sessiontype=Scientific/1
[5] https://www.facebook.com/DrKevinCampbell/videos/1609279335750702/
[5] http://www.acc.org/latest-in-cardiology/articles/2017/03/13/17/44/sat-8am-ebbinghaus-cognitive-study-of-patients-enrolled-in-fourier-acc-2017?utm_medium=social&utm_source=twitter_post&utm_campaign=acc17
[5] http://www.volcanocorp.com/clinical/iFR/?utm_source=twitter&utm_campaign=13_global_en_ACC2017&utm_medium=socialmedia&linkId=35324064
[5] http://www.auntminnie.com/index.aspx?sec=sup&sub=ult&pag=dis&ItemID=116887&utm_content=buffer6b394&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://www.tctmd.com/ACCDay1
[4] http://www.nejm.org/doi/full/10.1056/NEJMoa1701067
[4] https://twitter.com/AtulGupta_MD/status/843093285153525760

Top URLs in Tweet in G2:
[30] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2817%2930752-3%2Ffulltext&rc=0&code=lancet-site
[10] http://secardiologia.es/multimedia/blog/rec/8379-lo-mejor-de-acc17-surtavi
[8] http://www.nejm.org/doi/full/10.1056/NEJMoa1700518
[8] http://www.nejm.org/doi/full/10.1056/NEJMoa1700518?cookieSet=1
[7] https://twitter.com/pascalmeier74/status/843186096473366528
[7] http://trib.al/FXWjxmT
[6] https://twitter.com/drjohnm/status/843127896940183556
[6] https://login.medscape.com/login/sso/getlogin?urlCache=aHR0cDovL3d3dy5tZWRzY2FwZS5jb20vdmlld2FydGljbGUvODc3MzYz&ac=401
[6] http://www.nejm.org/online-first?cookieSet=1
[6] http://www.nejm.org/doi/full/10.1056/NEJMoa1701067

Top URLs in Tweet in G3:
[12] http://www.tctmd.com/ACCDay1
[10] https://twitter.com/pascalmeier74/status/842854219661131781
[10] https://twitter.com/trished/status/842697816887771137
[8] https://twitter.com/drmarthagulati/status/843090650790793216
[7] https://twitter.com/stoniya/status/843080513715912704
[7] https://twitter.com/ghoshhajra/status/841952868479451136
[7] https://twitter.com/drmarthagulati/status/843067954833055744
[7] http://www.tctmd.com/news/absorb-iii-two-year-results-show-higher-mace-rate-compared-xience?utm_source=dlvr.it&utm_medium=twitter
[6] https://twitter.com/drlaxmimehta/status/843088204505006080
[6] http://www.acc.org/latest-in-cardiology/articles/2017/03/13/17/44/sat-8am-ebbinghaus-cognitive-study-of-patients-enrolled-in-fourier-acc-2017?utm_medium=social&utm_source=twitter_post&utm_campaign=acc17

Top URLs in Tweet in G4:
[93] http://www.usa.philips.com/a-w/about/news/archive/standard/news/press/2017/20170317-philips-showcases-data-driven-cardiology-solutions-at-acc-17.html
[81] http://www.nejm.org/doi/full/10.1056/NEJMoa1700518
[77] http://www.usa.philips.com/healthcare/about/events-calendar/acc?origin=13_global_en_ACC2017_twitter___philipslivefrom&linkId=35509773
[46] http://www.usa.philips.com/healthcare/about/events-calendar/acc?origin=13_global_en_ACC2017_twitter___philipslivefrom&linkId=35296113
[33] http://nej.md/1234567
[21] http://www.jwatch.org/cgi/content/full/2017/mar18_1/NA43701?ijkey=WcmtDwjXIYdpI&keytype=ref&siteid=jwatch
[19] http://www.volcanocorp.com/clinical/iFR/?utm_source=twitter&utm_campaign=13_global_en_ACC2017&utm_medium=socialmedia&linkId=35324064
[18] https://accscientificsession.acc.org/Error/NotFound?item=/plan-your-program/keynote-lectures&user=extranet\Anonymous&site=website
[17] http://www.nejm.org/doi/full/10.1056/NEJMe1701628
[16] https://www.statnews.com/2017/03/17/heart-bolivian-hunter-gatherers-atherosclerosis/?utm_content=buffer6719c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G5:
[7] https://twitter.com/drargyle/status/842741201975623680
[2] https://twitter.com/hmkyale/status/843150202852851714
[2] https://twitter.com/itsneeno/status/843160009882132481
[1] https://twitter.com/i/web/status/843204718205853697
[1] https://twitter.com/i/web/status/843213667424489473
[1] https://twitter.com/i/web/status/842809480870072320
[1] https://twitter.com/i/web/status/843083079413653504
[1] https://twitter.com/drmalissawood/status/843204967485882368
[1] https://twitter.com/i/web/status/843240685499244546
[1] https://twitter.com/i/web/status/843156473584717824

Top URLs in Tweet in G6:
[4] http://www.saluteh24.com/il_weblog_di_antonio/2017/03/pcsk9-inhibition-with-bococizumab-yields-mixed-results-acc17.html
[2] https://m.soundcloud.com/robbybeenhere/beyonce-love-drought-cover
[2] http://paper.li/MedicalEmperor?edition_id=2f2ac980-0b72-11e7-b97c-0cc47a0d1605
[2] https://www.linkedin.com/slink?code=dSsYYNf
[1] https://www.amazon.com/Pyle-PLCM7500-Assistance-Waterproof-Adjustable/dp/B009RIK3EO/ref=as_li_ss_tl?s=automotive&ie=UTF8&qid=1475873438&sr=1-79&linkCode=sl1&tag=thebucket-auto-20&linkId=4d87e1bd507b4b1da249fdf909607158
[1] https://www.amazon.com/Tree-Saver-Winch-Strap-Capacity/dp/B00Z8R7T3Q/ref=as_li_ss_tl?s=automotive&ie=UTF8&qid=1475873438&sr=1-74&linkCode=sl1&tag=thebucket-auto-20&linkId=01fb79772dcc6522a0eeea23833f057d
[1] https://www.amazon.com/Betsey-Johnson-Toddler-Girls-Jacket/dp/B01MQ59QZK/ref=as_li_ss_tl?s=apparel&ie=UTF8&qid=1478147572&sr=1-8&nodeID=14675130011&linkCode=sl1&tag=thebucket-fashion-20&linkId=3b520d99199582f7677f47ac166c39a7
[1] https://www.amazon.com/Inch-Foot-Rope-Black-Camping/dp/B0013HB5IK/ref=as_li_ss_tl?s=automotive&ie=UTF8&qid=1475873606&sr=1-360&linkCode=sl1&tag=thebucket-auto-20&linkId=9f1e2054ea42da1a23afdb58374bf602
[1] https://twitter.com/i/web/status/843026397375479808
[1] https://www.digitalocean.com/?refcode=3229530f66a3

Top URLs in Tweet in G7:
[5] https://www.tctmd.com/news/surtavi-lends-more-support-use-tavr-intermediate-risk-patients
[5] http://www.cardio-online.fr/Videos/Les-interviews/ACC-2017/Evaluation-du-TAVI-chez-des-patients-presentant-une-stenose-aortique-symptomatique-severe-et-un-risque-chirurgical-intermediaire
[4] http://wwwext.amgen.com/media/news-releases/2017/03/lowering-ldl-levels-with-repatha-evolocumab-did-not-adversely-affect-cognitive-function-in-landmark-phase-3-study/
[3] http://www.tctmd.com/ACCDay1
[3] https://www.tctmd.com/news/replacing-aspirin-low-dose-rivaroxaban-post-acs-therapy-appears-safe
[3] https://www.tctmd.com/news/rivaroxaban-bests-aspirin-preventing-recurrence-vte-einstein-choice
[3] https://www.tctmd.com/news/fda-warns-risk-major-adverse-cardiac-events-absorb-bvs
[3] https://twitter.com/shelleywood2/status/842866599140999168
[3] https://twitter.com/skathire/status/842722627420532740
[3] http://wwwext.amgen.com/media/news-releases/2017/03/landmark-outcomes-study-shows-that-repatha-evolocumab-decreases-ldlc-to-unprecedented-low-levels-and-reduces-risk-of-cardiovascular-events-with-no-new-safety-issues/

Top URLs in Tweet in G8:
[3] http://physicianinfo.protectedpci.com/category/case-reviews/?utm_content=buffercf277&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://professional.heart.org/professional/EducationMeetings/MeetingsLiveCME/UCM_492713_Science-News-from-ACC17.jsp?utm_campaign=acc.17&utm_source=aha_social&utm_medium=social#vid-spire
[2] http://www.professional.heart.org/professional/EducationMeetings/MeetingsLiveCME/UCM_492713_Science-News-from-ACC17.jsp?utm_campaign=acc.17&utm_source=aha_social&utm_medium=social#sat
[2] http://www.professional.heart.org/professional/EducationMeetings/MeetingsLiveCME/UCM_492713_Science-News-from-ACC17.jsp?utm_campaign=acc.17&utm_source=aha_social&utm_medium=social#reach
[2] http://www.professional.heart.org/professional/EducationMeetings/MeetingsLiveCME/UCM_492713_Science-News-from-ACC17.jsp?utm_campaign=acc.17&utm_source=aha_social&utm_medium=social#ebbinghaus
[2] http://trib.al/cQ1YfSy
[2] https://twitter.com/shelleywood2/status/842777052604514305
[2] http://www.cardiovascularbusiness.com/topics/practice-management/quality/acc17-orion-1-trial-provides-encouraging-results-cholesterol-lowering-inhibitor
[2] http://www.nejm.org/doi/full/10.1056/NEJMe1701628
[2] http://www.nejm.org/doi/full/10.1056/NEJMoa1700518

Top URLs in Tweet in G9:
[11] http://www.npr.org/templates/story/story.php?storyId=520437040&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[6] https://www.youtube.com/watch?v=yCyZhJvZGOY&feature=youtu.be
[4] https://www.youtube.com/watch?v=g4mP8VaUH0g&feature=youtu.be
[4] https://www.youtube.com/watch?v=5Z3rTUUTxGQ&feature=youtu.be
[3] https://www.youtube.com/watch?v=Gr47oZUNi0c&feature=youtu.be
[2] https://twitter.com/intermtnmedctr/status/843152369651085312
[2] https://twitter.com/american_heart/status/842876202746630144
[2] http://paper.li/weldeiry?edition_id=6e3f6fa0-0b80-11e7-b97c-0cc47a0d1605
[1] https://twitter.com/i/web/status/842742521935675396
[1] https://twitter.com/i/web/status/842861658942902272

Top URLs in Tweet in G10:
[5] http://abstractsonline.com/pp8/#!/4223/presentation/35396
[5] http://abstractsonline.com/pp8/#!/4223/presentation/37745
[4] http://abstractsonline.com/pp8/#!/4223/presentation/35387
[2] https://vascular.abbott.com/absorb-stent-trial-data.html?utm_source=sales&utm_medium=vanityurl&utm_campaign=absorb-us-hcp-data-mar-2017&utm_term=&utm_content=
[2] http://www.mdmag.com/conference-coverage/acc-2017/pcsk9-drug-did-not-impact-cognition-study-found
[1] https://twitter.com/i/web/status/843163950237782017
[1] https://twitter.com/i/web/status/842775054786215936
[1] https://twitter.com/i/web/status/842450152774336512
[1] http://r.socialstudio.radian6.com/efcf84e3-cb75-443c-83ba-dd15eb504e18
[1] http://r.socialstudio.radian6.com/ec57375b-cd1e-4f6c-ad0b-5da196ae1d4f

Top Domains
Top Domains in Tweet in Entire Graph:
[1966] twitter.com
[342] acc.org
[245] philips.com
[239] nejm.org
[144] tctmd.com
[119] youtube.com
[94] clinicaltrialresults.org
[85] paper.li
[70] trib.al
[52] elsevierhealth.com

Top Domains in Tweet in G1:
[271] twitter.com
[42] acc.org
[23] tctmd.com
[15] youtube.com
[15] nejm.org
[15] philips.com
[13] abstractsonline.com
[12] clinicaltrialresults.org
[9] facebook.com
[7] linkis.com

Top Domains in Tweet in G2:
[280] twitter.com
[56] nejm.org
[51] trib.al
[35] elsevierhealth.com
[21] clinicaltrialresults.org
[18] youtube.com
[14] pcsk9forum.org
[12] acc.org
[11] tctmd.com
[11] secardiologia.es

Top Domains in Tweet in G3:
[1035] twitter.com
[132] acc.org
[63] tctmd.com
[52] youtube.com
[21] nejm.org
[17] escardio.org
[17] cardiovascularbusiness.com
[16] medscape.com
[13] medpagetoday.com
[9] trib.al

Top Domains in Tweet in G4:
[225] philips.com
[146] acc.org
[133] nejm.org
[89] twitter.com
[49] clinicaltrialresults.org
[36] jwatch.org
[33] nej.md
[22] volcanocorp.com
[16] statnews.com
[14] tctmd.com

Top Domains in Tweet in G5:
[31] twitter.com
[2] acc.org
[1] clinicaltrialresults.org
[1] youtube.com
[1] medscape.com

Top Domains in Tweet in G6:
[39] twitter.com
[15] paper.li
[6] amazon.com
[6] cvgk.nl
[6] healio.com
[5] instagram.com
[4] saluteh24.com
[4] ativsoftware.com
[4] linkedin.com
[3] trib.al

Top Domains in Tweet in G7:
[29] twitter.com
[25] tctmd.com
[14] cardio-online.fr
[10] amgen.com
[2] trib.al
[2] dropbox.com
[1] fda.gov
[1] washington.org
[1] medpagetoday.com
[1] clinicaltrialresults.org

Top Domains in Tweet in G8:
[28] twitter.com
[17] heart.org
[11] facebook.com
[6] tctmd.com
[4] protectedpci.com
[4] cardiovascularbusiness.com
[4] nejm.org
[2] youtu.be
[2] trib.al
[2] clinicaltrialresults.org

Top Domains in Tweet in G9:
[21] twitter.com
[18] youtube.com
[12] npr.org
[2] paper.li
[1] acc.org
[1] clinicaltrialresults.org
[1] nejm.org

Top Domains in Tweet in G10:
[19] twitter.com
[14] abstractsonline.com
[10] mdmag.com
[3] radian6.com
[2] abbott.com
[1] nejm.org
[1] elsevierhealth.com
[1] medpagetoday.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11158] acc17
[557] accfit
[463] some
[340] accic
[275] afib
[252] accearlycareer
[239] cardiology
[196] fourier
[195] accwic
[140] hcsm

Top Hashtags in Tweet in G1:
[1923] acc17
[273] accfit
[248] some
[233] accic
[155] accearlycareer
[76] radialfirst
[48] hcsm
[41] cardiology
[37] chip
[32] digitalhealth

Top Hashtags in Tweet in G2:
[2260] acc17
[163] afib
[77] fourier
[61] stroke
[55] aspirin
[35] acs
[22] some
[22] evolocumab
[21] dontdisthehis
[19] vte

Top Hashtags in Tweet in G3:
[3621] acc17
[247] accfit
[181] accwic
[134] some
[87] accearlycareer
[85] accic
[54] fourier
[52] cardiosmart
[51] women
[43] cardiology

Top Hashtags in Tweet in G4:
[1268] acc17
[113] cardiology
[28] janssencv
[19] philipsifr
[13] evolocumab
[12] pcsk9i
[12] fourier
[12] vte
[11] pcsk9
[9] cmgsays

Top Hashtags in Tweet in G5:
[313] acc17
[47] hcsm
[17] healthequity
[11] racism
[2] quality
[2] healthcarereform
[2] pulmonaryhypertension
[2] some
[1] ilooklikeacardiologist
[1] cvd

Top Hashtags in Tweet in G6:
[181] acc17
[4] tavr
[4] posterpresentation
[4] accic
[3] worldjfigure
[3] hellohumankindness
[3] pcsk9
[3] cardiovascular
[2] ratheryouthanme
[2] bbcan5

Top Hashtags in Tweet in G7:
[214] acc17
[11] amgen
[9] surtavi
[6] cvot
[6] tavi
[5] vhd
[4] einstein
[3] mr
[3] dyk
[3] cvaccess

Top Hashtags in Tweet in G8:
[269] acc17
[20] impella
[17] cardiogenicshock
[14] semituit
[7] fourier
[6] mcs
[6] acpc
[5] unloadfirst
[5] dtu
[4] compare_acute

Top Hashtags in Tweet in G9:
[155] acc17
[47] some
[29] heartinstitute
[23] afib
[17] depression
[17] heart
[10] stroke
[4] fourier
[4] hcsm
[3] cad

Top Hashtags in Tweet in G10:
[141] acc17
[10] laactalk
[5] watchman
[4] stents
[3] cardiac
[3] stent
[2] chip
[2] lotus
[2] absorb
[2] ffr

Top Words
Top Words in Tweet in Entire Graph:
[5488] Words in Sentiment List#1: Positive
[2939] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[162333] Non-categorized Words
[170760] Total Words
[11173] acc17
[1098] drkevincampbell
[871] dr
[846] patients
[689] accintouch

Top Words in Tweet in G1:
[1923] acc17
[589] drkevincampbell
[367] accintouch
[273] accfit
[233] accic
[220] media
[209] drsheilasahni
[182] ifr
[176] 2
[174] dc

Top Words in Tweet in G2:
[2270] acc17
[203] trial
[161] afib
[158] theheartorg
[153] fourier
[139] w
[137] patients
[134] risk
[128] 1
[126] 2

Top Words in Tweet in G3:
[3623] acc17
[615] cardioian
[380] dr
[255] accintouch
[247] accfit
[235] great
[229] gina_lundberg
[227] drmarthagulati
[217] patients
[187] drkevincampbell

Top Words in Tweet in G4:
[1268] acc17
[349] philipslivefrom
[276] medicalfacts
[270] nejm
[214] cardiology
[197] solutions
[184] data
[174] cmichaelgibson
[149] rivaroxaban
[143] ifr

Top Words in Tweet in G5:
[313] acc17
[194] drkevincampbell
[157] drlaxmimehta
[115] calif001
[98] great
[97] gina_lundberg
[96] media
[93] 2
[87] panel
[83] health

Top Words in Tweet in G6:
[181] acc17
[20] pcsk9
[15] booth
[13] more
[13] risk
[13] results
[11] latest
[11] 1
[11] 2
[10] visit

Top Words in Tweet in G7:
[214] acc17
[135] right
[68] shelleywood2
[64] patients
[49] dr
[46] therapy
[45] bradley
[44] steven
[44] distinguished
[44] young

Top Words in Tweet in G8:
[269] acc17
[35] shock
[35] drsethdb
[30] kapur
[29] navin
[29] dr
[27] tuftsmedicalctr
[25] mcs
[25] impella
[23] risk

Top Words in Tweet in G9:
[155] acc17
[117] intermtnmedctr
[53] drkevincampbell
[51] c
[49] here
[47] vietheartpa
[47] forbes
[47] sit
[47] poolside
[47] moab

Top Words in Tweet in G10:
[141] acc17
[41] cleclinicmd
[33] dr
[25] booth
[22] w
[21] today
[21] bsccardiology
[20] study
[18] pts
[17] 3227

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[572] cardioian,acc17
[348] social,media
[285] drkevincampbell,acc17
[249] acc17,accic
[219] acc17,accintouch
[211] accfit,accearlycareer
[204] acc17,accfit
[200] cardiology,solutions
[198] solutions,acc17
[163] day,2

Top Word Pairs in Tweet in G1:
[217] drkevincampbell,acc17
[185] acc17,accic
[139] accfit,accearlycareer
[135] social,media
[131] acc17,accintouch
[105] accic,accfit
[77] drsheilasahni,drkevincampbell
[76] dc,acc17
[75] pooh_velagapudi,watch
[75] watch,out

Top Word Pairs in Tweet in G2:
[103] theheartorg,acc17
[55] josejuanatey,acc17
[55] e,magnus
[55] magnus,ohman
[54] einstein,choice
[54] ohman,acc17
[52] trial,takes
[52] takes,another
[52] another,look
[52] look,aspirin

Top Word Pairs in Tweet in G3:
[566] cardioian,acc17
[110] acc17,accfit
[103] social,media
[76] acc17,accintouch
[72] acc17,accwic
[64] accfit,accearlycareer
[53] acc17,cardiosmart
[53] day,2
[50] acc17,accic
[49] accwic,acc17

Top Word Pairs in Tweet in G4:
[194] cardiology,solutions
[193] solutions,acc17
[105] extended,treatment
[103] original,article
[102] venous,thromboembolism
[100] creating,future
[100] future,cardiology
[97] nejm,original
[97] thromboembolism,acc17
[94] data,driven

Top Word Pairs in Tweet in G5:
[73] drkevincampbell,drlaxmimehta
[55] health,equity
[49] social,media
[47] gina_lundberg,great
[47] great,sharing
[47] sharing,ideas
[47] ideas,social
[47] media,news
[47] news,media
[47] media,drkevincampbell

Top Word Pairs in Tweet in G6:
[11] results,acc17
[10] pcsk9,inhibition
[10] inhibition,bococizumab
[10] bococizumab,yields
[10] yields,mixed
[10] mixed,results
[5] daily,acc17
[5] acc,17
[5] visit,booth
[4] stop,booth

Top Word Pairs in Tweet in G7:
[44] dr,steven
[44] steven,bradley
[44] bradley,distinguished
[44] distinguished,young
[44] young,scientist
[44] scientist,awardee
[44] awardee,ensuring
[44] ensuring,right
[44] right,patients
[44] patients,right

Top Word Pairs in Tweet in G8:
[29] navin,kapur
[20] cardiogenic,shock
[20] kapur,tuftsmedicalctr
[14] hemodynamic,support
[12] cardiogenicshock,acc17
[12] einstein,choice
[11] acc17,dr
[10] o'neill,henryfordnews
[10] shock,acc17
[10] risk,patients

Top Word Pairs in Tweet in G9:
[73] acc17,intermtnmedctr
[47] vietheartpa,drkevincampbell
[47] drkevincampbell,forbes
[47] forbes,here
[47] here,sit
[47] sit,poolside
[47] poolside,moab
[47] moab,utah
[47] utah,hashtags
[47] hashtags,rock

Top Word Pairs in Tweet in G10:
[17] booth,3227
[10] acc17,study
[10] absorb,iii
[10] cleclinicmd,acc17
[9] stop,booth
[8] booth,1725
[8] today,acc17
[8] acc17,dr
[7] 8,51am
[7] room,146a

Top Replied-To
Top Replied-To in Entire Graph:
@cardioian
@drmarthagulati
@heartotxheartmd
@accintouch
@doctorwes
@gina_lundberg
@drkevincampbell
@kaulp
@drsheilasahni
@pascalmeier74

Top Replied-To in G1:
@accintouch
@pascalmeier74
@kaulp
@drsheilasahni
@minnowwalsh
@angioplastyorg
@drmarthagulati
@sbrugaletta
@drroxmehran
@rafavidalperez

Top Replied-To in G2:
@mwaltonshirley
@doctorwes
@drjohnm
@majazayeri
@aaroncu95
@josejuanatey
@jeffreygeske
@amitvkhera
@sri_adu
@alivecor

Top Replied-To in G3:
@cardioian
@drmarthagulati
@drkevincampbell
@heartotxheartmd
@gina_lundberg
@sethjbaummd
@calif001
@avolgman
@doctorwes
@purviparwani

Top Replied-To in G4:
@lynnlangit
@philipshealth
@rladeiraslopes
@drptca

Top Replied-To in G5:
@hmkyale
@cmichaelgibson

Top Replied-To in G7:
@heartotxheartmd
@bcherry20
@criticalecho
@amgen

Top Replied-To in G8:
@heartotxheartmd
@katmeldavis
@daicpublisher
@doctorwes

Top Mentioned
Top Mentioned in Entire Graph:
@drkevincampbell
@accintouch
@acccardioed
@philipslivefrom
@drsheilasahni
@nejm
@gina_lundberg
@medicalfacts
@cmichaelgibson
@pooh_velagapudi

Top Mentioned in G1:
@drkevincampbell
@accintouch
@drsheilasahni
@pooh_velagapudi
@acccardioed
@samrrazamd
@chadialraies
@johnnosta
@kaulp
@ajaykirtane

Top Mentioned in G2:
@theheartorg
@drjohnm
@thromboadviser
@josejuanatey
@debbemccall
@thelancet
@secardiologia
@nejm
@dcrinews
@erictopol

Top Mentioned in G3:
@accintouch
@gina_lundberg
@drmarthagulati
@drkevincampbell
@cardioian
@heartotxheartmd
@acccardioed
@drsheilasahni
@pooh_velagapudi
@pascalmeier74

Top Mentioned in G4:
@philipslivefrom
@medicalfacts
@nejm
@cmichaelgibson
@jwatch
@drkevincampbell
@pascalmeier74
@ap
@sukhnijjer
@atulgupta_md

Top Mentioned in G5:
@drkevincampbell
@drlaxmimehta
@calif001
@gina_lundberg
@hmkyale
@heartotxheartmd
@drsheilasahni
@accintouch
@jjryanmd
@drjmier

Top Mentioned in G6:
@robbybeenhere
@mjnickolaus

Top Mentioned in G7:
@shelleywood2
@amgen
@cardioonline
@pnatarajanmd
@tctmd
@debbemccall
@toddneale
@pcronline
@dr_bowtie65
@popmajeffrey

Top Mentioned in G8:
@drsethdb
@tuftsmedicalctr
@ahascience
@cathy_jeon
@abiomedimpella
@henryfordnews
@scrippshealth
@cardiobusiness
@mendez_bailon
@acccardioed

Top Mentioned in G9:
@intermtnmedctr
@drkevincampbell
@vietheartpa
@forbes
@drbenjaminhorne
@jess_intermtn
@intermountain
@tjaredbunch
@gina_lundberg
@drlaxmimehta

Top Mentioned in G10:
@cleclinicmd
@bsccardiology
@heatherlgornik
@jjoynerkersee
@tdc0112358
@icahnmountsinai
@dc3md
@h
@accintouch
@cardioian

Top Tweeters
Top Tweeters in Entire Graph:
@avocado_bot
@trendinaliaus
@qxnews
@qbankendy
@alllibertynews
@mitch_john573
@lizardogramcko
@brontyman
@semanticearth
@writersusa

Top Tweeters in G1:
@alllibertynews
@nytimes
@viringm
@elinsilveous
@drskharlamov
@espiegon
@aymanka
@deceitindrugs
@johnnosta
@nodesat

Top Tweeters in G2:
@brontyman
@815wrldtrvlr
@syangurira
@manu_67_schmitt
@nxtstop1
@bcnn1
@desireeseattle
@sandyc1772
@thescientifik
@bodo_craftart

Top Tweeters in G3:
@mitch_john573
@writersusa
@zoilypuebla
@daily_express
@washingtonpost
@saludhealthinfo
@kgkathryn
@jc2009usa
@adrian_kal_el
@adnkronos

Top Tweeters in G4:
@lizardogramcko
@semanticearth
@herrera_sarce
@jjrws9x_
@iboe_bt
@vernapolitics
@sacha_mcmxcvii_
@saleehmuhammed1
@salemyousef3
@magallanes35

Top Tweeters in G5:
@adamfeuerstein
@arjalali
@susannahfox
@fridawrites
@whole_patients
@pat_health
@jjaimemiranda
@fischmd
@sarahkarlin
@handwshow

Top Tweeters in G6:
@trendinaliaus
@forgetmebot
@geohashtrend
@enzodalmonte1
@fainfosalute
@giveawayjusa
@salutedomani
@medicalemperor
@drwalker_rph
@_freebacklinks

Top Tweeters in G7:
@project_poh
@punjabi12345678
@matthewherper
@sas_freeman
@igormorr
@jodidoreen
@emerald_cg
@shelleywood2
@arsenaultbenoit
@bcherry20

Top Tweeters in G8:
@ibdinvestors
@josemoschetti
@lascasasjr
@mirangelpa
@uofuhealth
@mgkatz036
@methodisthosp
@katmeldavis
@nataliexcraig
@scrippshealth

Top Tweeters in G9:
@forbes
@drferdowsi
@npr
@smlungpathguy
@weldeiry
@intermountain
@laurajdavy2016
@ipazzport
@intermtnmedctr
@jettieeddleman

Top Tweeters in G10:
@waweru
@real_dr_roy
@msspice9
@marycar08639249
@henrymp_
@jaygeorge60
@cnowicki03
@mdmagazine
@gloriaminott
@cleclinicmd