cardiologist, Twitter, 8/22/2019 9:46:43 AM, 207517


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cardiologist_2019-08-22_01-17-38.xlsx
cardiologist_2019-08-22_01-17-38.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
August 22, 2019
Short Description:
cardiologist via NodeXL http://bit.ly/2NnZ5d3
@sosplendidpm
@repromantics
@drmarthagulati
@mayoclinic
@heartotxheartmd
@draseemmalhotra
@iamritu
@onco_cardiology
@itspinsmybrain
@drpascalmeier

Top hashtags:
#cardiologist
#hearthealth
#cardiology
#tavr
#cardiovascular

Description:
Description
The graph represents a network of 9,490 Twitter users whose recent tweets contained "cardiologist", 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 Thursday, 22 August 2019 at 08:54 UTC.

The tweets in the network were tweeted over the 9-day, 7-hour, 41-minute period from Tuesday, 13 August 2019 at 00:29 UTC to Thursday, 22 August 2019 at 08:11 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 : 9490
Unique Edges : 11029
Edges With Duplicates : 1236
Total Edges : 12265
Self-Loops : 1424
Reciprocated Vertex Pair Ratio : 0.0139818826309571
Reciprocated Edge Ratio : 0.0275781705185473
Connected Components : 1774
Single-Vertex Connected Components : 860
Maximum Vertices in a Connected Component : 2070
Maximum Edges in a Connected Component : 2211
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 2.610735
Graph Density : 0.000114357914954713
Modularity : 0.822972
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[15] https://www.maxim.com/food-drink/top-cardiologist-no-one-should-do-keto-2018-9
[9] https://www.travelandleisure.com/food-drink/only-type-bread-you-should-be-eating-according-cardiologist?utm_campaign=travelandleisure_travelleisure_trueanthem&utm_content=5d545351a341320001ab05e5&utm_medium=social&utm_source=twitter.com&utm_term=evergreen
[8] https://againstthegrainpoetrypress.wordpress.com/2019/08/21/denise-bundred-litany-of-a-cardiologist/
[8] https://www.medpagetoday.com/blogs/skeptical-cardiologist/81574
[8] https://www.dailyherald.com/news/20190816/elgin-cardiologist-travels-the-world-to-teach-procedure
[7] https://www.medpagetoday.com/blogs/skeptical-cardiologist/81657
[7] http://well.blogs.nytimes.com/2016/08/23/an-unconventional-cardiologist-promotes-a-high-fat-diet/?smid=tw-share
[7] http://PBNM.ORG
[7] https://www.gofundme.com/f/freyja-needs-a-cardiologist-consult?utm_medium=social
[6] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanpub%2Farticle%2FPIIS2468-2667%2818%2930135-X%2Ffulltext&rc=0

Top URLs in Tweet in G3:
[10] https://www.maxim.com/food-drink/top-cardiologist-no-one-should-do-keto-2018-9
[6] https://www.medpagetoday.com/blogs/skeptical-cardiologist/81574
[6] https://doctors.lemoius.com/Cardiologist-Jobs/405/
[5] https://theheartysoul.com/broken-heart-syndrome-real-thing-say-researchers/?utm_source=PPV
[5] http://stevereports.com/index.php/2016/08/14/famous-beverly-hills-cardiologist-missing-an-important-link-to-heart-disease/
[4] https://www.mdjobsite.com/registration.cfm
[3] https://www.youtube.com/watch?v=lF3cVjTCjLs&feature=youtu.be

[3] https://www.mirabaiholland.com/
[3] https://modelsofdiseases.wordpress.com/2019/08/18/from-calvin-klein-model-to-cardiologist/
[3] https://www.houstonchronicle.com/lifestyle/renew-houston/fitness/article/how-to-lose-weight-swimming-diet-ken-fujise-heart-14361817.php

Top URLs in Tweet in G4:
[6] https://engage.vevent.com/index.jsp?eid=8230&seid=31&nid=0&lc=en&cc=US&page=10000&clearSession=true
[2] https://twitter.com/AChoiHeart/status/1162071252401631232
[2] https://twitter.com/jopo899/status/1161358871404957696
[2] https://theskepticalcardiologist.com/2019/08/11/i-am-a-keto-friendly-cardiologist-and-i-love-keyto/
[1] https://casereports.onlinejacc.org/content/1/1/81
[1] https://twitter.com/willsuh76/status/1162395474889867264
[1] https://twitter.com/onco_cardiology/status/1163296164659236864
[1] https://podcasts.apple.com/us/podcast/best-known-method/id1462925461?i=1000445951729
[1] https://twitter.com/ethanjweiss/status/1157274098096992256
[1] https://twitter.com/DavidLBrownMD/status/1163411731932229632

Top URLs in Tweet in G5:
[7] http://well.blogs.nytimes.com/2016/08/23/an-unconventional-cardiologist-promotes-a-high-fat-diet/?smid=tw-share
[5] https://www.medpagetoday.com/blogs/skeptical-cardiologist/81657
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanpub%2Farticle%2FPIIS2468-2667%2818%2930135-X%2Ffulltext&rc=0
[4] https://www.ukhealthradio.com/blog/episode/dr-aseem-malhotra-is-an-internationally-renowned-cardiologist-and-is-successfully-leading-the-campaign-against-excess-sugar-and-overprescribing-in-our-society/
[3] https://theskepticalcardiologist.com/2019/08/11/i-am-a-keto-friendly-cardiologist-and-i-love-keyto/
[2] https://thechalkboardmag.com/dr-joel-kahn-heart-health-tips
[2] https://www.worldhealth.net/news/healthy-heart-series-part-x/
[1] https://www.smh.com.au/lifestyle/health-and-wellness/more-cheese-less-meat-the-new-eating-advice-for-a-healthy-heart-20190820-p52iw4.html
[1] https://www.ncbi.nlm.nih.gov/m/pubmed/25246449/
[1] https://www.ncbi.nlm.nih.gov/m/pubmed/31004146/

Top URLs in Tweet in G8:
[1] https://newsnetwork.mayoclinic.org/discussion/mayo-clinic-minute-myth-busting-heart-health/?utm_source=twitter&utm_medium=sm&utm_content=post&utm_campaign=mayoclinic&geo=national&placementsite=enterprise&mc_id=us&cauid=100503&linkId=72264124
[1] https://newsnetwork.mayoclinic.org/discussion/mayo-clinic-minute-myth-busting-heart-health/?utm_source=twitter&utm_medium=sm&utm_content=post&utm_campaign=mayoclinic&geo=national&placementsite=enterprise&mc_id=us&cauid=100503&linkId=71567558
[1] https://newsnetwork.mayoclinic.org/discussion/mayo-clinic-minute-myth-busting-heart-health/?utm_source=twitter&utm_medium=sm&utm_content=post&utm_campaign=mayoclinic&geo=national&placementsite=enterprise&mc_id=us&cauid=100503&linkId=71905337
[1] https://blogs.webmd.com/heart-health/20190820/how-to-lower-your-blood-pressure-without-meds?ecd=soc_tw_190821_cons_blog_lowerbloodpressurewithoutmeds&linkId=100000007586492
[1] https://twitter.com/msdiagnosedfilm/status/1162472247887585280

Top Domains
Top Domains in Tweet in Entire Graph:
[173] twitter.com
[31] curiouscat.me
[27] youtube.com
[22] medpagetoday.com
[19] instagram.com
[17] hospitalrecruiting.com
[15] facebook.com
[15] mdjobsite.com
[15] maxim.com
[13] wordpress.com

Top Domains in Tweet in G3:
[67] twitter.com
[31] curiouscat.me
[17] hospitalrecruiting.com
[16] instagram.com
[15] mdjobsite.com
[12] facebook.com
[10] maxim.com
[9] medpagetoday.com
[8] youtube.com
[8] careerarc.com

Top Domains in Tweet in G4:
[13] twitter.com
[6] vevent.com
[2] theskepticalcardiologist.com
[1] onlinejacc.org
[1] apple.com
[1] medpagetoday.com
[1] acc.org
[1] medshr.it

Top Domains in Tweet in G5:
[8] medpagetoday.com
[7] nytimes.com
[5] elsevierhealth.com
[4] ukhealthradio.com
[3] twitter.com
[3] theskepticalcardiologist.com
[2] nih.gov
[2] thechalkboardmag.com
[2] worldhealth.net
[1] com.au

Top Domains in Tweet in G8:
[3] mayoclinic.org
[1] webmd.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[148] cardiologist
[95] hearthealth
[45] cardiology
[42] tavr
[35] cardiovascular
[32] health
[32] heart
[27] heartdisease
[25] doctor
[22] physician



Top Hashtags in Tweet in G3:
[97] cardiologist
[36] cardiology
[26] heart
[26] health
[22] doctor
[22] physician
[15] physicianjobs
[14] cardio
[14] medical
[12] heartattack

Top Hashtags in Tweet in G4:
[30] tavr
[16] cardiovascular
[7] cardioonc
[3] belikealice
[2] europcr
[2] wic
[2] mht
[2] cvdrisk
[1] icon
[1] perksofthejob

Top Hashtags in Tweet in G5:
[4] cardiologist
[4] healthadvocate
[2] hearthealth
[2] health
[2] kahnchronicle
[2] keto
[1] cgm
[1] keyto
[1] atkins
[1] cardiovascular

Top Hashtags in Tweet in G6:
[1] teambabyjayce

Top Hashtags in Tweet in G7:
[1] trump2020landslide

Top Hashtags in Tweet in G8:
[72] hearthealth
[3] mayoclinicminute
[1] privilegerequired
[1] msdiagnosed
[1] gendergap

Top Words
Top Words in Tweet in Entire Graph:
[9843] Words in Sentiment List#1: Positive
[3626] Words in Sentiment List#2: Negative
[30] Words in Sentiment List#3: Angry/Violent
[308360] Non-categorized Words
[321830] Total Words
[7573] cardiologist
[6213] พ
[4142] lotologist
[4142] ก
[4142] น

Top Words in Tweet in G1:
[6213] พ
[4142] lotologist
[4142] ก
[4142] น
[4142] ผ
[4142] ห
[2071] ศ
[2071] พท
[2071] คำว
[2071] า

Top Words in Tweet in G2:
[978] cardiologist
[977] hello
[977] twitter
[977] name
[977] amanda
[977] chadwick
[977] scientific
[977] team
[977] found
[977] out

Top Words in Tweet in G3:
[932] cardiologist
[230] heart
[100] one
[98] #cardiologist
[97] s
[93] dr
[91] see
[79] job
[76] t
[72] interventional

Top Words in Tweet in G4:
[196] cardiologist
[52] requirement
[44] health
[44] interventional
[40] drmarthagulati
[36] 2
[36] before
[35] 1
[34] patient
[34] see

Top Words in Tweet in G5:
[143] fat
[124] cardiologist
[112] heart
[63] draseemmalhotra
[62] change
[55] score
[54] low
[54] disease
[52] saturated
[52] based

Top Words in Tweet in G6:
[312] good
[312] thank
[312] love
[247] cardiologist
[246] jayce
[245] doc
[245] lord
[178] family
[178] daughter
[157] 11

Top Words in Tweet in G7:
[136] realdonaldtrump
[136] cardiologist
[124] lifeofspencer_
[124] real_defender
[123] darielrivas00
[122] heart
[122] think
[121] time
[121] out
[121] procedure

Top Words in Tweet in G8:
[135] cardiologist
[73] make
[72] people
[72] think
[72] sweeping
[72] lifestyle
[72] changes
[72] improve
[72] #hearthealth
[72] dr

Top Words in Tweet in G9:
[118] hello
[118] twitter
[118] name
[118] stephanie
[118] wilson
[118] cardiologist
[118] scientific
[118] team
[118] found
[118] out

Top Words in Tweet in G10:
[224] wine
[224] cholesterol
[112] dinner
[112] college
[112] buddy
[112] cardiologist
[112] nyc
[112] benefits
[112] dr
[112] pauly

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4142] พ,ห
[2071] ศ,พท
[2071] พท,คำว
[2071] คำว,า
[2071] า,lotologist
[2071] lotologist,เห
[2071] เห,นคร
[2071] นคร,งแรก
[2071] งแรก,ก
[2071] ก,ค

Top Word Pairs in Tweet in G1:
[4142] พ,ห
[2071] ศ,พท
[2071] พท,คำว
[2071] คำว,า
[2071] า,lotologist
[2071] lotologist,เห
[2071] เห,นคร
[2071] นคร,งแรก
[2071] งแรก,ก
[2071] ก,ค

Top Word Pairs in Tweet in G2:
[977] hello,twitter
[977] twitter,name
[977] name,amanda
[977] amanda,chadwick
[977] chadwick,cardiologist
[977] cardiologist,scientific
[977] scientific,team
[977] team,found
[977] found,out
[977] out,listening

Top Word Pairs in Tweet in G3:
[57] see,cardiologist
[47] interventional,cardiologist
[27] work,one
[27] one,job
[27] job,rest
[27] rest,life
[23] heart,attack
[20] successfully,performs
[20] performs,rare
[20] rare,carotid

Top Word Pairs in Tweet in G4:
[42] interventional,cardiologist
[32] cardiologist,discuss
[30] low,risk
[30] aortic,stenosis
[30] see,interventional
[30] option,before
[26] #tavr,low
[26] risk,patients
[26] patients,approved
[26] approved,fda

Top Word Pairs in Tweet in G5:
[54] heart,disease
[49] saturated,fat
[48] over,40yo
[48] 40yo,consider
[48] consider,getting
[48] getting,coronary
[48] coronary,artery
[48] artery,calcium
[48] calcium,score
[48] score,change

Top Word Pairs in Tweet in G6:
[157] cardiologist,appointment
[156] day,77
[156] 77,11
[156] 11,weeks
[156] weeks,today
[156] today,jayce
[156] jayce,dressed
[156] dressed,up
[156] up,first
[156] first,cardiologist

Top Word Pairs in Tweet in G7:
[124] lifeofspencer_,real_defender
[124] real_defender,realdonaldtrump
[123] darielrivas00,lifeofspencer_
[119] realdonaldtrump,live
[119] live,australia
[119] australia,m
[119] m,heart
[119] heart,procedure
[119] procedure,chosen
[119] chosen,cardiologist

Top Word Pairs in Tweet in G8:
[72] people,think
[72] think,make
[72] make,sweeping
[72] sweeping,lifestyle
[72] lifestyle,changes
[72] changes,improve
[72] improve,#hearthealth
[72] #hearthealth,cardiologist
[72] cardiologist,dr
[72] dr,jordan

Top Word Pairs in Tweet in G9:
[118] hello,twitter
[118] twitter,name
[118] name,stephanie
[118] stephanie,wilson
[118] wilson,cardiologist
[118] cardiologist,scientific
[118] scientific,team
[118] team,found
[118] found,out
[118] out,listening

Top Word Pairs in Tweet in G10:
[112] dinner,college
[112] college,buddy
[112] buddy,cardiologist
[112] cardiologist,nyc
[112] nyc,benefits
[112] benefits,wine
[112] wine,dr
[112] dr,pauly
[112] pauly,resvertrol
[112] resvertrol,compound

Top Replied-To
Top Replied-To in Entire Graph:
@darielrivas00
@viceprespppp
@bharati09
@pulte
@braun_lynne
@d7cam
@taeionysus
@onco_cardiology
@nehr_who
@shennywalrond

Top Replied-To in G3:

Top Replied-To in G4:
@onco_cardiology
@achoiheart
@drmamakai
@iamritu
@mmamas1973
@ketodocclt
@drmaggarwal
@aspergian1
@alberta_yen
@iamdribrahim

Top Replied-To in G5:
@braun_lynne
@kendberrymd
@draseemmalhotra
@wyadvd
@ketodocclt
@glasgow52
@drjkahn
@dave06031956
@fatemperor
@ethanjweiss

Top Replied-To in G6:
@annsayger
@wiserdawg

Top Replied-To in G7:
@darielrivas00
@realdonaldtrump
@genegeenie
@michaelbeatty3
@whitehouse
@callingbsonu
@aml77735
@socha_mike
@mcsaveri
@lifeofspencer_

Top Replied-To in G8:
@iamjohnoliver
@heartsisters

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@real_defender
@lifeofspencer_
@draseemmalhotra
@drquinncapers4
@drmarthagulati
@fortis_hospital
@gabeeno
@heartfoundation
@yorotpidus

Top Mentioned in G3:
@medschoolimg
@wsnmrc1

Top Mentioned in G4:
@drmarthagulati
@purviparwani
@docsavagetju
@jgrapsa
@mmamas1973
@heartotxheartmd
@roguerad
@shelleyzieroth
@rwyeh
@onco_cardiology

Top Mentioned in G5:
@draseemmalhotra
@heartfoundation
@drshanhussain
@ukhealthradio
@fatemperor
@drmarthagulati
@cardio10s
@gaplesinstitute
@heartcuredoc
@forksoverknives

Top Mentioned in G7:
@realdonaldtrump
@real_defender
@lifeofspencer_
@darielrivas00
@jamierodr14
@amvetshq
@geraldorivera
@naimeiyao
@juddlegum
@afphilalethes

Top Mentioned in G8:
@sharonnehayes
@mayoclinic
@katherinekleon
@iamjohnoliver
@iamwandasykes

Top Tweeters
Top Tweeters in Entire Graph:
@alljobsut
@oohcchanbh
@kompascom
@theboydp
@sjs_us
@delta
@angelamortimer2
@uae_ih
@mckbirdbks
@independent

Top Tweeters in G1:
@oohcchanbh
@nathuhiqx
@jesuismuggle
@manowkittyopeia
@bubblesaii_
@ituln
@cnkxsaku
@__vsourire
@yaowadee22
@middonaito

Top Tweeters in G2:
@codysdaylight
@oopsmytaylor
@twicedidthat
@longliveswift16
@maynmyj
@katyxmimi
@fairieslouis
@hintzstyles
@loveraimee
@vonnerrs

Top Tweeters in G3:
@alljobsut
@sjs_us
@c_coolidge
@postjobfree
@everlasting_4u
@hiimki_
@tjn_jobs
@choox75
@rhotwire
@punnedit55

Top Tweeters in G4:
@delta
@lizditz
@wordfinga
@mntstguy
@paleophile
@obsessivelyme
@iceman_ex
@aymanka
@mishalawless
@heartotxheartmd

Top Tweeters in G5:
@royaleight
@indictem
@lalaruefrench75
@tlc_cn
@kslcom
@khandanim
@stickmanbleedin
@julestw9
@mercola
@vernersviews

Top Tweeters in G6:
@joej2020usa
@rratkinson
@norvilgirl
@holmesdonna1
@dieb1948
@devinecelt
@carolynyadayada
@lillianmcrowley
@rettinol
@leasertail

Top Tweeters in G7:
@wildwillow65
@tobesafensound
@masg66
@jamierodr14
@60sparkle
@rogersurfacings
@michaelbeatty3
@varda_friedman
@aaroque2016
@joshtpm

Top Tweeters in G8:
@angelakorras
@sagirshaikh01
@malqahtani2011
@ynhallak
@olguitapumita
@nancysa45944060
@ibrustyjim
@elinar1
@benefitvburden
@rosaceae_emily

Top Tweeters in G9:
@reesanc
@amazinganimalad
@nothingonsaveus
@mileyfortune
@wolvesmiley
@mcthersdaughter
@thecyrusmood
@aidasmiler
@antoniogggarcia
@slcagotkicked

Top Tweeters in G10:
@sav_anna_banana
@dyuillexo
@abena_janet
@sophiasires
@ross_kross
@pammy643
@1_kyliemorrison
@sammbun
@morganroder
@kkatelynkk