Tweet ID List #cardioobstetrics manual import, Twitter, 3/4/2022 10:52:18 AM, 272467


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NodeXL Twitter Tweet ID List #cardioobstetrics manual import Friday, 04 March 2022 at 10:04 UTC
NodeXL Twitter Tweet ID List #cardioobstetrics manual import Friday, 04 March 2022 at 10:04 UTC
From:
scotpublichealth
Uploaded on:
March 04, 2022
Short Description:
Tweet ID List #cardioobstetrics manual import via NodeXL https://bit.ly/3IIorfD
@biljana_parapid
@erinmichos
@drmarthagulati
@garimavsharmamd
@drklindley
@minnowwalsh
@ktamirisamd
@cardioob
@gina_lundberg
@anastasiasmihai

Top hashtags:
#cardioobstetrics
#accwic

Description:
Description
The graph represents a network of 2,471 Twitter users whose recent tweets were included in a list (Tweet ID List #cardioobstetrics manual import) of 4353 tweet IDs, or who were replied to or mentioned in those tweets. 4353 out of 4353 tweets were collected. The network was obtained from Twitter on Friday, 04 March 2022 at 10:32 UTC.

The tweets in the network were tweeted over the 1375-day, 23-hour, 9-minute period from Friday, 27 April 2018 at 00:26 UTC to Monday, 31 January 2022 at 23:36 UTC.

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 : 2471
Unique Edges : 4691
Edges With Duplicates : 11658
Total Edges : 16349
Self-Loops : 1728
Reciprocated Vertex Pair Ratio : 0.0716193656093489
Reciprocated Edge Ratio : 0.133665680012463
Connected Components : 71
Single-Vertex Connected Components : 59
Maximum Vertices in a Connected Component : 2381
Maximum Edges in a Connected Component : 16241
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.289642
Graph Density : 0.00105171405305593
Modularity : 0.21502
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,471 Twitter users whose recent tweets were included in a list (Tweet ID List #cardioobstetrics manual import) of 4353 tweet IDs, or who were replied to or mentioned in those tweets. 4353 out of 4353 tweets were collected. The network was obtained from Twitter on Friday, 04 March 2022 at 10:32 UTC.

The tweets in the network were tweeted over the 1375-day, 23-hour, 9-minute period from Friday, 27 April 2018 at 00:26 UTC to Monday, 31 January 2022 at 23:36 UTC.

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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterIDList
Graph Term : Tweet ID List #cardioobstetrics manual import
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[6] https://twitter.com/CardioNerds/status/1357714273221439489
[6] https://twitter.com/JonathanWindram/status/1285999629587214336
[5] https://www.tctmd.com/news/rising-number-cv-related-maternal-deaths-spurs-need-cardioobstetrics
[4] https://twitter.com/CardioOb/status/1331064109186637825
[3] https://dhge.events/
[3] https://twitter.com/DrMarthaGulati/status/1328411253493133313
[3] https://twitter.com/billgogas/status/1398013145935974400
[3] https://twitter.com/ddefariayeh/status/1100032115939463168
[3] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs11936-020-00862-6
[3] https://www.jacc.org/doi/10.1016/j.jacc.2020.09.601

Top URLs in Tweet in G1:
[2] https://academic.oup.com/eurheartj/article/42/10/967/6120040
[2] https://www.ecrjournal.com/articles/fourth-trimester-pregnancy-predictor-cardiovascular-disease
[2] https://www.ahajournals.org/doi/10.1161/JAHA.119.015569
[2] https://twitter.com/billgogas/status/1398013145935974400
[2] https://www.ahajournals.org/doi/full/10.1161/JAHA.121.022837?cookieSet=1
[2] https://twitter.com/lochanshahmd/status/1459895496579891204
[2] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs11936-020-00862-6
[2] http://www.uscjournal.com/articles/management-cardiovascular-disease-during-pregnancy
[2] https://twitter.com/GarimaVSharmaMD/status/1439976657507418113
[1] https://twitter.com/IsabelleMalhame/status/1255221342359740416

Top URLs in Tweet in G2:
[6] https://twitter.com/CardioNerds/status/1357714273221439489
[3] https://twitter.com/ddefariayeh/status/1100032115939463168
[3] https://www.cardionerds.com/cardio-obstetrics/
[3] https://www.cardionerds.com/158-cardio-obstetrics-pregnancy-and-valvular-heart-disease-with-dr-uri-elkayam/
[3] https://openheart.bmj.com/content/8/2/e001587
[3] https://twitter.com/CardioNerds/status/1437814267038687234
[2] https://cmeregistration.hms.harvard.edu/events/cardiovascular-care-for-women/event-summary-0c7d4c095dd7467db66422d85f141afe.aspx
[2] https://advances.massgeneral.org/cardiovascular/event.aspx?id=1008
[2] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs11886-021-01579-z
[2] https://openheart.bmj.com/content/7/2/e001293

Top URLs in Tweet in G3:
[2] https://dhge.events/
[1] https://twitter.com/DrMarthaGulati/status/1327724983527874560
[1] https://twitter.com/DrRachelMBond/status/1456321571958583296
[1] https://twitter.com/HafizaKMD/status/1387569269362368512
[1] https://www.ahajournals.org/doi/full/10.1161/JAHA.118.009382?cookieSet=1
[1] https://twitter.com/escardio/status/1430913241358630919
[1] https://twitter.com/DrRachelMBond/status/1396193533078474754
[1] https://www.cognitoforms.com/AssociationOfBlackCardiologistsInc1/HeartOfGoldHeartHealthFromThePostpartumPeriodAndBeyond
[1] https://twitter.com/arghavan_salles/status/1427701830885146625
[1] https://twitter.com/ABCardio1/status/1364750216847589384

Top URLs in Tweet in G4:
[5] https://twitter.com/JonathanWindram/status/1285999629587214336
[3] https://www.socn.scot.nhs.uk/
[3] https://academic.oup.com/eurheartj/article/39/34/3165/5078465
[2] https://twitter.com/CJCJournals/status/1470842911424233482
[2] https://twitter.com/S_O_C_N/status/1276250624817061893
[2] https://twitter.com/theUKMCS/status/1242811809079459842
[2] https://twitter.com/JonathanWindram/status/1311683284204580864
[2] https://twitter.com/ralogon/status/1481471646515015685
[2] https://www.ahajournals.org/doi/10.1161/CIR.0000000000000772?cookieSet=1
[2] https://www.socn.scot.nhs.uk/wp-content/uploads/2021/01/2021-01-22-PPC-leaflet-Final-V2.0.pd_.pdf

Top URLs in Tweet in G5:
[2] https://twitter.com/ElizaMillerMD/status/1439238099414958080
[2] https://twitter.com/mbrrace/status/1205487896385531905
[2] https://www.wsj.com/articles/a-troubling-rise-in-pregnancy-related-heart-problems-1534168935
[2] https://www.sciencedirect.com/science/article/pii/S2589790X21002183
[2] https://twitter.com/anna_bortnick/status/1328430368450617344
[1] https://newsroom.heart.org/news/ama-national-coalition-announce-campaign-with-essence-to-advocate-for-heart-health-with-black-women#.XvvdwXXyDFY.twitter
[1] https://memberhub.acc.org/groups/home/314
[1] https://twitter.com/cardioPCImom/status/1243906202981085186
[1] https://www.ahajournals.org/doi/10.1161/CIRCULATIONAHA.119.045067?cookieSet=1
[1] https://www.ahajournals.org/doi/10.1161/JAHA.119.014775

Top URLs in Tweet in G6:
[3] https://www.healio.com/news/cardiology/20211101/review-many-women-face-barriers-to-optimal-cv-health-early-in-life
[3] https://labblog.uofmhealth.org/industry-dx/growth-of-cardio-obstetrics-care-presents-challenges-opportunity
[2] https://www.healio.com/news/cardiology/20211201/preeclampsia-predicts-risk-for-future-hospitalization
[2] https://www.tctmd.com/news/rising-number-cv-related-maternal-deaths-spurs-need-cardioobstetrics
[2] https://www.heart.org/en/news/2019/06/11/how-to-have-a-heart-healthy-pregnancy-before-you-even-conceive
[2] https://www.youtube.com/watch?v=WDIvz7zYbfQ&feature=youtu.be

[1] https://www.liebertpub.com/doi/10.1089/jwh.2019.8074?utm_source=Adestra&utm_medium=email&utm_term=&utm_content=Feasibility+and+Utility+of+a+Cardiovascular+Risk+Screening+Tool+in+Women+Undergoing+Routing+Gynecolo&utm_campaign=JWH+PR+July+20+2020&cookieSet=1
[1] https://twitter.com/ChrisHanMFM/status/1485287395717046272
[1] https://twitter.com/MissouriACC/status/1312783262989856773
[1] https://twitter.com/CardioSmart/status/1359159128741060608

Top URLs in Tweet in G7:
[3] https://www.allsourcepregnancy.com/body-changes/cardiovascular-system
[3] https://twitter.com/NMHAlliance/status/1194668932722044928
[2] https://twitter.com/CardioOb/status/1361473620493692928
[1] https://twitter.com/lckovell/status/1486743870440456197
[1] https://twitter.com/spjuraschek/status/1370091487233462272
[1] https://www.medscape.com/viewarticle/961289?faf=1
[1] https://twitter.com/mmamas1973/status/1462116762485506052
[1] https://twitter.com/mmamas1973/status/1462111771955707908
[1] https://twitter.com/CardioNerds/status/1363904860760989696
[1] https://twitter.com/CardioOb/status/1430691280783351816

Top URLs in Tweet in G8:
[1] https://twitter.com/FAERanesthesia/status/1448414134731788293
[1] https://www.today.com/video/2-doctors-bridging-gap-between-pregnancy-and-women-s-heart-health-79002693619
[1] https://twitter.com/pramsey2012/status/1225168876968861699
[1] https://www.mobihealthnews.com/content/babyscripts-penn-medicine-team-postpartum-hypertension-tool?fbclid=IwAR2AjxAgsI6pTdYGdDJSvhtVX6XeHNdPczMe7hcda6bJhZs28pUR0tAdAdE
[1] https://twitter.com/LimGrapes/status/1393647919438483462
[1] https://twitter.com/JenDominguezMD/status/1446490661277114371

Top URLs in Tweet in G9:
[2] https://www.nature.com/articles/doi:10.1038/s41569-020-0390-z.epdf?sharing_token=PfSO07gQ90OaW-dEhJORitRgN0jAjWel9jnR3ZoTv0PNP3pAtL76w0FXgUIPFUFeuUzq566JEZjLE_9XpcdkBFQly8PayNrj3ctnqpK4EMmXlRYkQtozUBVvNiGeuYRayC9z-WPgSAtuQEMGNnsnufOPsC7fe5LTrdBd5ww_lEc%3D
[1] https://twitter.com/JAMACardio/status/1325807995716993024
[1] https://virtual.acc.org/?utm_medium=social&utm_source=twitter_post&utm_campaign=acc20
[1] https://twitter.com/cpachecoMD/status/1331400055132217350
[1] https://twitter.com/CWHHAlliance/status/1468370992862883846
[1] https://twitter.com/AJOG_thegray/status/1375103158247120901
[1] https://twitter.com/JWatch/status/1354553520477749249
[1] https://twitter.com/MinnowWalsh/status/1124833791745372162
[1] https://twitter.com/ACCinTouch/status/1373758572908142598
[1] https://twitter.com/CardioOb/status/1331064109186637825

Top URLs in Tweet in G10:
[3] https://www.tctmd.com/news/rising-number-cv-related-maternal-deaths-spurs-need-cardioobstetrics
[2] https://www.onlinejacc.org/content/73/1/44
[1] https://twitter.com/MinnowWalsh/status/1487452522532982785
[1] https://twitter.com/CardioOb/status/1487516649704108036
[1] https://www.ahajournals.org/doi/10.1161/JAHA.121.022746?cookieSet=1
[1] https://journal.houstonmethodist.org/articles/10.14797/mdcvj.696/
[1] https://twitter.com/ehj_ed/status/1420670463949291521
[1] https://www.hrsonline.org/guidance/clinical-resources/call-public-comment
[1] https://obgyn.onlinelibrary.wiley.com/doi/10.1002/uog.22164
[1] https://www.bardydx.com/acc2021/?utm_source=ACC_Twitter_Post&utm_medium=social_organic&utm_campaign=ACC&utm_term=first_day_wrap_up_CTA

Top Domains
Top Domains in Tweet in Entire Graph:
[2188] twitter.com
[122] ahajournals.org
[77] elsevierhealth.com
[77] acc.org
[56] jacc.org
[43] onlinejacc.org
[35] sciencedirect.com
[35] jamanetwork.com
[32] oup.com
[32] cardionerds.com

Top Domains in Tweet in G1:
[323] twitter.com
[16] ahajournals.org
[13] cardiosmart.org
[10] oup.com
[9] onlinejacc.org
[8] jacc.org
[7] acc.org
[5] elsevierhealth.com
[4] springer.com
[3] ecrjournal.com

Top Domains in Tweet in G2:
[521] twitter.com
[50] acc.org
[38] ahajournals.org
[36] elsevierhealth.com
[33] jacc.org
[31] cardionerds.com
[18] onlinejacc.org
[15] bmj.com
[12] springer.com
[9] sciencedirect.com

Top Domains in Tweet in G3:
[100] twitter.com
[10] cognitoforms.com
[7] magnetmail.net
[4] ahajournals.org
[2] dhge.events
[1] cmaj.ca
[1] clubhouse.com
[1] acc.org
[1] youtube.com
[1] congressovirtual.online

Top Domains in Tweet in G4:
[164] twitter.com
[16] elsevierhealth.com
[11] co.uk
[8] nhs.uk
[7] oup.com
[6] ahajournals.org
[5] org.uk
[4] elsevier.com
[3] sciencedirect.com
[3] onlinecjc.ca

Top Domains in Tweet in G5:
[134] twitter.com
[16] researcher-app.com
[11] ahajournals.org
[11] sciencedirect.com
[7] acc.org
[5] onlinejacc.org
[5] nih.gov
[5] youtube.com
[5] creogsovercoffee.com
[4] wiley.com

Top Domains in Tweet in G6:
[408] twitter.com
[34] ahajournals.org
[18] jamanetwork.com
[15] healio.com
[11] elsevierhealth.com
[6] onlinejacc.org
[6] jacc.org
[6] acc.org
[5] nejm.org
[5] sciencedirect.com

Top Domains in Tweet in G7:
[456] twitter.com
[9] marchofdimes.org
[7] ahajournals.org
[4] jamanetwork.com
[3] medscape.com
[3] hopkinsmedicine.org
[3] oup.com
[3] jacc.org
[3] healthday.com
[3] tctmd.com

Top Domains in Tweet in G8:
[6] twitter.com
[2] acc.org
[2] medpagetoday.com
[1] elsevier.com
[1] jacc.org
[1] jamanetwork.com
[1] today.com
[1] mobihealthnews.com

Top Domains in Tweet in G9:
[26] twitter.com
[2] nature.com
[1] acc.org
[1] heart.org
[1] eventact.com
[1] whhionline.ca
[1] onlinejacc.org
[1] kaltura.com
[1] clevelandclinic.org

Top Domains in Tweet in G10:
[36] twitter.com
[6] ahajournals.org
[3] onlinejacc.org
[3] tctmd.com
[1] houstonmethodist.org
[1] hrsonline.org
[1] wiley.com
[1] bardydx.com
[1] sciencedirect.com
[1] co.jp

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4363] cardioobstetrics
[196] accwic
[167] cardiotwitter
[147] wic
[143] pregnancy
[109] preeclampsia
[94] abcardio4moms
[88] cvd
[78] achd
[67] medtwitter



Top Hashtags in Tweet in G1:
[693] cardioobstetrics
[48] accwic
[37] pregnancy
[28] preeclampsia
[26] cardiotwitter
[25] cvd
[19] cardioed
[15] acc21
[15] hypertension
[14] women

Top Hashtags in Tweet in G2:
[1036] cardioobstetrics
[35] cardiotwitter
[26] wic
[21] cvd
[21] preeclampsia
[21] acc21
[20] ppcm
[20] achd
[19] accwic
[17] pregnancy

Top Hashtags in Tweet in G3:
[256] cardioobstetrics
[109] accwic
[97] wic
[82] abcardio4moms
[55] heforshe
[31] wim
[24] sheforshe
[24] women
[19] gogoldformommy
[18] esccongress

Top Hashtags in Tweet in G4:
[367] cardioobstetrics
[38] achd
[22] chd
[20] socnconf2020
[20] womenshearthealth
[16] pregnancy
[15] cvd
[15] scad
[14] acc21
[13] maternalsafety

Top Hashtags in Tweet in G5:
[385] cardioobstetrics
[53] medtwitter
[45] cardiotwitter
[21] neuroobstetrics
[19] epitwitter
[19] nmcchat
[18] preeclampsia
[14] maternalmortality
[13] pregnancy
[11] herheartmatters

Top Hashtags in Tweet in G6:
[746] cardioobstetrics
[34] maternalmortality
[18] acc20
[16] disparities
[15] cardiotwitter
[10] collaboration
[9] preeclampsia
[8] advocacy
[8] pregnancy
[8] acog18

Top Hashtags in Tweet in G7:
[668] cardioobstetrics
[38] nmcchat
[26] cvprev
[25] pregnancy
[23] preeclampsia
[14] aha21
[13] maternalhealth
[12] womenhearthealth
[11] womenshealth
[8] savethemothers

Top Hashtags in Tweet in G8:
[29] cardioobstetrics
[5] cardiotwitter
[4] heartmonth
[3] medtwitter
[3] disrupthers
[2] accwic
[2] dukeobanes
[2] obanes
[1] wic
[1] emotions

Top Hashtags in Tweet in G9:
[57] cardioobstetrics
[6] herheartmatters
[4] pregnancy
[4] heartdisease
[4] accwic
[4] achd
[3] cardioob
[3] preeclampsia
[3] multidisciplinary
[3] chd

Top Hashtags in Tweet in G10:
[85] cardioobstetrics
[15] enfermedadcardiovascularyembarazo
[14] cardiotwitter
[5] obanes
[4] pregnancy
[4] heartdisease
[4] nmcchat
[3] cardiovascular
[3] cardiology
[3] cardioed

Top Words
Top Words in Tweet in Entire Graph:
[4361] #cardioobstetrics
[800] pregnancy
[667] women
[512] risk
[454] minnowwalsh
[382] drmarthagulati
[350] cardiopcimom
[338] maternal
[320] disease
[314] drklindley

Top Words in Tweet in G1:
[693] #cardioobstetrics
[140] pregnancy
[129] minnowwalsh
[126] women
[114] cardiopcimom
[113] drmarthagulati
[108] risk
[105] erinmichos
[95] garimavsharmamd
[79] drklindley

Top Words in Tweet in G2:
[1034] #cardioobstetrics
[237] pregnancy
[151] women
[139] minnowwalsh
[136] risk
[119] drklindley
[88] drmarthagulati
[84] cardionerds
[79] nataliebello9
[79] melindadavismd

Top Words in Tweet in G3:
[256] #cardioobstetrics
[190] 4
[181] 2
[143] mirvatalasnag
[109] #accwic
[97] #wic
[84] iamritu
[84] drrachelmbond
[82] #abcardio4moms
[80] mmamas1973

Top Words in Tweet in G4:
[367] #cardioobstetrics
[122] pregnancy
[88] women
[65] disease
[54] s_o_c_n
[53] risk
[47] care
[42] heart
[38] #achd
[38] maternal

Top Words in Tweet in G5:
[385] #cardioobstetrics
[83] pregnancy
[82] women
[67] risk
[53] #medtwitter
[46] maternal
[45] #cardiotwitter
[42] preeclampsia
[42] cardiovascular
[41] disease

Top Words in Tweet in G6:
[746] #cardioobstetrics
[111] pregnancy
[111] women
[100] minnowwalsh
[75] risk
[72] maternal
[62] melindadavismd
[62] cardiopcimom
[45] cardiovascular
[45] nataliebello9

Top Words in Tweet in G7:
[668] #cardioobstetrics
[77] women
[63] pregnancy
[57] congrats
[48] risk
[41] work
[41] health
[40] great
[38] #nmcchat
[37] dranumminhas

Top Words in Tweet in G8:
[29] #cardioobstetrics
[12] cardiopcimom
[12] erinmichos
[10] garimavsharmamd
[8] drklindley
[8] pregnancy
[7] drmarthagulati
[7] minnowwalsh
[7] w
[6] txmommydoc

Top Words in Tweet in G9:
[57] #cardioobstetrics
[17] drmarthagulati
[15] minnowwalsh
[10] pregnancy
[10] heartdocandcrew
[9] karanerenberg
[8] risk
[8] cwhhalliance
[8] drladyheart
[7] women

Top Words in Tweet in G10:
[85] #cardioobstetrics
[15] #enfermedadcardiovascularyembarazo
[14] #cardiotwitter
[14] pregnancy
[13] maternal
[12] women
[10] cardiovascular
[8] disease
[7] preeclampsia
[7] heart

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[128] heart,disease
[95] maternal,mortality
[87] during,pregnancy
[83] cardiovascular,disease
[77] pregnancy,#cardioobstetrics
[73] #cardioobstetrics,minnowwalsh
[67] pregnant,women
[60] risk,factors
[59] check,out
[58] disorders,pregnancy

Top Word Pairs in Tweet in G1:
[23] maternal,mortality
[23] during,pregnancy
[22] heart,disease
[16] #cardioobstetrics,#accwic
[15] pregnancy,#cardioobstetrics
[15] women,s
[13] high,risk
[12] #cardioobstetrics,minnowwalsh
[12] drklindley,cardiopcimom
[12] cardiovascular,disease

Top Word Pairs in Tweet in G2:
[35] minnowwalsh,drklindley
[34] #cardioobstetrics,minnowwalsh
[32] pregnancy,#cardioobstetrics
[32] heart,disease
[29] peripartum,cardiomyopathy
[29] #cardioobstetrics,series
[28] drklindley,nataliebello9
[27] cardionerds,#cardioobstetrics
[20] check,out
[19] during,pregnancy

Top Word Pairs in Tweet in G3:
[41] #cardioobstetrics,#abcardio4moms
[22] #accwic,#wic
[19] #wic,#accwic
[18] #wic,#wim
[15] 3,6
[15] 6,5
[15] 5,d
[15] d,2
[15] much,more
[15] #abcardio4moms,#wic

Top Word Pairs in Tweet in G4:
[27] heart,disease
[16] care,women
[16] pre,conception
[16] #socnconf2020,#cardioobstetrics
[15] looking,forward
[14] women,heart
[13] during,pregnancy
[13] m4ggiesimpson,s_o_c_n
[12] conception,counselling
[12] cardiac,disease

Top Word Pairs in Tweet in G5:
[26] #cardioobstetrics,#medtwitter
[20] #cardioobstetrics,#cardiotwitter
[19] #cardioobstetrics,#nmcchat
[17] cardiovascular,disease
[14] #medtwitter,#epitwitter
[13] #cardiotwitter,#cardioobstetrics
[12] heart,disease
[12] maternal,mortality
[12] disorders,pregnancy
[11] follow,up

Top Word Pairs in Tweet in G6:
[29] maternal,mortality
[22] cardiovascular,disease
[19] nataliebello9,cardiopcimom
[16] minnowwalsh,cardiopcimom
[15] #cardioobstetrics,minnowwalsh
[13] risk,factors
[13] cardiopcimom,melindadavismd
[11] pregnancy,related
[11] pregnant,women
[11] during,pregnancy

Top Word Pairs in Tweet in G7:
[33] #cardioobstetrics,#nmcchat
[14] heart,disease
[13] check,out
[11] work,#cardioobstetrics
[10] during,pregnancy
[10] #cardioobstetrics,congrats
[9] adverse,pregnancy
[9] cardiovascular,disease
[9] #cardioobstetrics,#cvprev
[9] cardiology,fellow

Top Word Pairs in Tweet in G8:
[4] heart,disease
[3] minnowwalsh,drklindley
[3] risk,factor
[3] #medtwitter,#cardiotwitter
[3] covid,19
[3] new,#cardioobstetrics
[3] jennlewey,lisaobdoc
[3] #cardioobstetrics,clinic
[2] ccardydnp,hvanspall
[2] erinmichos,drmarthagulati

Top Word Pairs in Tweet in G9:
[4] #cardioobstetrics,#herheartmatters
[4] heart,disease
[3] maternal,mortality
[3] #cardioobstetrics,minnowwalsh
[3] #cardioobstetrics,ohioacc
[3] team,based
[3] based,approach
[3] soaphq,cas_obsection
[2] ob,gyn
[2] sex,specific

Top Word Pairs in Tweet in G10:
[12] #cardioobstetrics,#enfermedadcardiovascularyembarazo
[6] #cardioobstetrics,#cardiotwitter
[5] cardiovascular,disease
[4] maternal,deaths
[4] #cardioobstetrics,#nmcchat
[3] check,out
[3] pregnant,women
[3] caring,pregnant
[3] maternal,cardiovascular
[3] rising,number

Top Replied-To
Top Replied-To in Entire Graph:
@drmarthagulati
@cardiopcimom
@drklindley
@cardioob
@drrachelmbond
@garimavsharmamd
@cardionerds
@theukmcs
@mmamas1973
@erinmichos

Top Replied-To in G1:
@drmarthagulati
@garimavsharmamd
@cardioob
@erinmichos
@iamritu
@penseewu
@cardiopcimom
@ktamirisamd
@mmamas1973
@minnowwalsh

Top Replied-To in G2:
@cardionerds
@cardiopcimom
@drmarthagulati
@nanditascott
@amitgoyalmd
@minnowwalsh
@drklindley
@mchonig
@anastasiasmihai
@mghhearthealth

Top Replied-To in G3:
@drrachelmbond
@mirvatalasnag
@mmamas1973
@drmarthagulati
@cardiopcimom
@garimavsharmamd
@avolgman
@aagarwalamd
@gina_lundberg
@silcastelletti

Top Replied-To in G4:
@theukmcs
@m4ggiesimpson
@s_o_c_n
@drroxmehran
@escardio
@candicesilvers1
@ahameetings
@ros_obsanaes_ed
@cincyachd
@dsouzalabuoft

Top Replied-To in G5:
@drklindley
@elizamillermd
@tolanisonia
@cardiopcimom
@drmarthagulati
@preeclampsia
@drjennhaythe
@amydjohn
@abcardio1

Top Replied-To in G6:
@drklindley
@minnowwalsh
@drmarthagulati
@jfitzgeraldmd
@heartotxheartmd
@nanraghuraman
@cdcgov
@cardioob
@cardiology
@mysmfm

Top Replied-To in G7:
@cardioob
@cardiopcimom
@drmarthagulati
@ersied727
@drrachelmbond
@drklindley
@mchonig
@fredwumd
@dr_danmd
@dranumminhas

Top Replied-To in G8:
@cardiopcimom
@avolgman
@garimavsharmamd
@kalagarahari
@dr_ighodaro
@drjenniferco_vu
@drmarthagulati
@mswami001
@faeranesthesia

Top Replied-To in G9:
@k_shufelt
@smileysteph
@macdeptmed
@heartdocandcrew
@brookswalsh
@ankurkalramd
@bzheleva
@drrachelmbond

Top Replied-To in G10:

Top Mentioned
Top Mentioned in Entire Graph:
@minnowwalsh
@drmarthagulati
@cardiopcimom
@drklindley
@nataliebello9
@erinmichos
@garimavsharmamd
@melindadavismd
@drmalissawood
@avolgman

Top Mentioned in G1:
@minnowwalsh
@cardiopcimom
@drmarthagulati
@erinmichos
@garimavsharmamd
@drklindley
@penseewu
@drlaxmimehta
@avolgman
@drmalissawood

Top Mentioned in G2:
@minnowwalsh
@drklindley
@drmarthagulati
@melindadavismd
@nataliebello9
@garimavsharmamd
@cardionerds
@accintouch
@kberlacher
@drmalissawood

Top Mentioned in G3:
@mirvatalasnag
@iamritu
@avolgman
@erinmichos
@mmamas1973
@drrachelmbond
@drmarthagulati
@gina_lundberg
@abcardio1
@drjmieres

Top Mentioned in G4:
@s_o_c_n
@candicesilvers1
@accintouch
@m4ggiesimpson
@sasha_opo
@theukmcs
@drlaxmimehta
@drelisabradley
@cardiopcimom
@annevalente1

Top Mentioned in G5:
@columbiawomens
@drklindley
@drjennhaythe
@minnowwalsh
@whccolumbia
@cardiopcimom
@mysmfm
@melindadavismd
@acog
@preeclampsia

Top Mentioned in G6:
@minnowwalsh
@melindadavismd
@cardiopcimom
@nataliebello9
@txmommydoc
@drmalissawood
@jchenkelly
@kejoynt
@cardiology
@nanraghuraman

Top Mentioned in G7:
@dranumminhas
@drmarthagulati
@drklindley
@hopkinsheart
@cardionerds
@garimavsharmamd
@minnowwalsh
@malamo512
@drrachelmbond
@melindadavismd

Top Mentioned in G8:
@erinmichos
@cardiopcimom
@garimavsharmamd
@drklindley
@minnowwalsh
@txmommydoc
@drmarthagulati
@heartotxheartmd
@gina_lundberg
@melindadavismd

Top Mentioned in G9:
@drmarthagulati
@minnowwalsh
@karanerenberg
@heartdocandcrew
@cwhhalliance
@drladyheart
@womenshearts2
@drmalissawood
@gina_lundberg
@thaiscoutinhocv

Top Mentioned in G10:

Top Tweeters
Top Tweeters in Entire Graph:
@nytimes
@wordfinga
@cnn
@ap
@indystar
@saludhealthinfo
@gma
@tomvarghesejr
@dallasnews
@hragy

Top Tweeters in G1:
@gma
@hragy
@anastasiasmihai
@heartotxheartmd
@drmarthagulati
@rafavidalperez
@nature
@carlosdelrio7
@iamritu
@mmamas1973

Top Tweeters in G2:
@thetimes
@choo_ek
@ethanjweiss
@uf
@garberinc
@iwashyna
@womansday
@accintouch
@maxjordan_n
@upmcnews

Top Tweeters in G3:
@tomvarghesejr
@libbyextra
@aymanka
@un
@arghavan_salles
@rasushrestha
@who
@un_women
@cardioian
@etsshow

Top Tweeters in G4:
@bethfratesmd
@pb_news
@cmichaelgibson
@pampeekemd
@davelbywater
@alliancescot
@lynngreigmiller
@suemacmidwife
@tomfolanmd
@ubc

Top Tweeters in G5:
@nytimes
@saludhealthinfo
@drjengunter
@essence
@alexisohanian
@propublica
@heartsisters
@uofuhealth
@roxannewatson74
@einsteinmed

Top Tweeters in G6:
@cnn
@ap
@indystar
@usnews
@wbur
@everydayhealth
@nythealth
@bmj_latest
@vietheartpa
@mayoclinic

Top Tweeters in G7:
@dallasnews
@healthhashtags
@ariannahuff
@johnshopkinssph
@marchofdimes
@erinmichos
@mizzou
@azbigmedia
@almucastro01
@nejm

Top Tweeters in G8:
@todayshow
@iceman_ex
@ellmcgirt
@londyloo
@jminardi21
@jamainternalmed
@ktamirisamd
@mariashriver
@asalifeline
@msiuba

Top Tweeters in G9:
@picardonhealth
@clevelandclinic
@westernu
@cleclinicmd
@heartandstroke
@mcmasteru
@henryfordnews
@ranaawdish
@heartdocsharon
@bzheleva

Top Tweeters in G10:
@wordfinga
@momsrising
@loose_lab_rat
@maternova
@glenpyle
@theheartorg
@office_j
@turilrh
@writer_esther
@healthconnctone