Tweets Analysis - Keyword: @NMHheartdoc
Overview
Total number of tweets analysed
204
Earliest tweet was on
2023-02-10
Latest tweet was on
2023-02-20
Tweets covering
10 days
Average age of authors' accounts
8 years
Summarization
These tweets discuss the disparity in Black people and CV disease and solutions to improve access to health care. The community outreach program, #RISE2023, is partnering with @WomenAs1 to decrease maternal mortality and address the low percentage of cardiologists who are black and/or women. Twenty-three inspirational leaders were mentioned as part of this movement, as well as topics such as diversity in the healthcare workforce, NIH Funding Priorities, osteoarthritis, joint reconstruction, ACL tears, return to sport, and being a team physician. Additionally, these tweets call for acknowledging one's assumptions and understanding one's perspective, and emphasize the importance of women having a voice. The #HeartandStroke report of 2018 was also mentioned, reporting five “UNDERS” for women’s CV health.
Topic Modeling
- Women's Cardiovascular Disease and Maternal Mortality
- Diversity in Healthcare Workforce
- Research Funding Priorities
- Heart Failure
- Community Outreach
Emotional Analysis
The tweets express a range of emotions, from gratitude and appreciation to inspiration and enthusiasm. There is also a sense of urgency and a call to action to address the disparity in cardiologists who are black, and to focus on decreasing maternal mortality. The tweets also express the importance of diversity and inclusion in healthcare, and the need to pay attention to and understand different perspectives. Finally, there is a sense of hope and optimism that the future will be brighter if we focus on these issues.
Trend Analysis
- Diversity and Inclusion in the Healthcare Workforce
- Research Funding Allocation
- Maternal Mortality
- Women's Cardiovascular Health
- Implementation Science and Patient Engagement
Types of Tweets
Number of Retweets
71
Percentage of total tweets
34%
Number of Original tweets
26
Percentage of total tweets
12%
Number of tweets that contain Mentions
204
Percentage of total tweets
100%
Number of tweets that were Replies
99
Percentage of total tweets
48%
Number of tweets that were Quotes
23
Percentage of total tweets
11%
Number of tweets that contain Hashtags
83
Percentage of total tweets
40%
Top 5 devices used to tweet
Source | Count |
---|---|
Twitter for iPhone | 114 |
Twitter Web App | 38 |
Twitter for Android | 26 |
Twitter for iPad | 25 |
GoliBot | 1 |
What devices were used to tweet

Top 10 accounts with highest followers count
Username | Name | Bio | Followers count |
---|---|---|---|
AHAScience | AHA Science | @American_Heart’s official account for meetings, science news, funding opportunities and membership. RTs/Follows not endorsements. Pump up your career, here. | 67,603 |
IHME_UW | Institute for Health Metrics and Evaluation (IHME) | A research center at @UW quantifying global health challenges like #COVID19: https://t.co/VbwttwiMwW & making the #GBDstudy: https://t.co/oZEYdtnGH5 #PopulationHealth | 64,526 |
mmamas1973 | Mamas A. Mamas | Professor of Interventional Cardiology @KeeleUniversity. Research interests: CV Epidemiology. AE Circulation: Cardiovascular Interventions. TCTMD. EAPCI. Hiking | 57,101 |
DrMarthaGulati | Dr. Martha Gulati ♥️🫀❤️🩹🇨🇦 | Cardiologist, ❤️🩹Expert in Women & Heart Disease, Prevention, Author 'Saving Women's Hearts’- Heals 💔 President of ASPC #earlyinterventionalist @CedarsSinai | 50,839 |
iamritu | Ritu Thamman MD | AssistProfessor #cardiologist #SoMe #editor @CircOutcomes & @JournalASEcho #BOD @ase360 #ACCWIC @PittHealthSci #MedHumanities @ColumbiaMed @NUFeinbergMed | 25,703 |
TomVargheseJr | Tom Varghese Jr. MD, MS, MBA, FACS 🇺🇸 | Dad, Husband, Thoracic Surgeon; Health Serv Res; CVO & Assoc CMQO @huntsmancancer; Chief,Gen Thoracic Surgery @UofUHealth; Professor @UofUSurgery;#HeforShe | 24,567 |
RUBraveEnough | Brave Enough MD | Teaching #busywomen Work-Life Control 👩🏼🏫 Dr. Sasha Shillcutt 📕 Order Dr. Sasha's NEW book "Brave Boundaries" | 24,504 |
mirvatalasnag | MIЯVΛƬ #IC | @sacisforum | Editorial Board @CircIntv @PCROnline @radcliffeCARDIO @Open_HeartBMJ | #ACCIC | @SCAI BOT | WIN @APSIC | #EAPCI | #ACCWIC | EIC @SpringerCurRpts | 20,563 |
DocSavageTJU | Michael Savage | New MSCAI. Ralph J Roberts Professor of Cardiology. Director Em Cardiac Cath Lab @TJUHospital. Healing 💔 with hardwork, handiwork, humanism & humor. | 19,386 |
Drroxmehran | Roxana Mehran | Interventional cardiologist, Professor of Medicine @mountsinaiNYC, trialist, outcomes researcher, wife and mother; opinions my own #ACCBOT @womenas1 | 18,549 |
Top 10 accounts with highest friends count
Username | Name | Bio | Followers count |
---|---|---|---|
mmamas1973 | Mamas A. Mamas | Professor of Interventional Cardiology @KeeleUniversity. Research interests: CV Epidemiology. AE Circulation: Cardiovascular Interventions. TCTMD. EAPCI. Hiking | 35,476 |
TomVargheseJr | Tom Varghese Jr. MD, MS, MBA, FACS 🇺🇸 | Dad, Husband, Thoracic Surgeon; Health Serv Res; CVO & Assoc CMQO @huntsmancancer; Chief,Gen Thoracic Surgery @UofUHealth; Professor @UofUSurgery;#HeforShe | 9,150 |
DrMarthaGulati | Dr. Martha Gulati ♥️🫀❤️🩹🇨🇦 | Cardiologist, ❤️🩹Expert in Women & Heart Disease, Prevention, Author 'Saving Women's Hearts’- Heals 💔 President of ASPC #earlyinterventionalist @CedarsSinai | 8,891 |
gina_lundberg | Gina Lundberg MD FACC FAHA | Professor @EmoryDeptofMed Clin Director @EmoryWomenHeart Center Chair #ACCWIC #JACCCASEREPORTS Tweets my own | 6,985 |
proftomquinn | Tom Quinn etc. | RN. Cardiac care. Mostly et al. Retweets not endorsement. 🏳️🌈 🇮🇪He/Him. #HoldFirm proftomquinn@med-mastodon.com | 6,309 |
AnastasiaSMihai | Dr Anastasia Mihailidou FAHA FCSANZ FESC | Snr Hospital Scientist @NSLHD, Head, C&HR Lab, @KollingINST; Hon A/Prof MQ University, Chair, @ISHBP Communications, @HyperAHA #SoMe Ed | 6,222 |
DrToniyaSingh | Toniya Singh MD FACC | #Cardiologist wife,mom,daughter,sister,friend #ACCWIC ,Optimist,Avid Reader,Daily Learner,World Traveler #SoMe #faceofcardiology #Cardiotwitter | 5,924 |
ShrillaB | Dr Shrilla Banerjee MD FRCP 💙 | Mum,Interventional Cardiologist, BCIS Council, Aviation Cardiology, Author of Swanton's Cardiology, Prince fan, Pelotonian, chocs!! Views r mine!. 💙 | 5,612 |
AHajduczok | Alexander Hajduczok, MD 🇺🇦🙏 | @TJHeartFellows Cardiology Fellow PGY-5 | @PennStHershey IM | HF, Remote Monitoring, Hemodynamics | CrossFit | @whoop | @JCardFail FIT editor | Go Bills/Sabres | 5,334 |
wordfinga | Linda | I came... I saw... The rest is on-going... | 5,127 |
Most active users
Username | Bio | Number of tweets |
---|---|---|
AnastasiaSMihai | Snr Hospital Scientist @NSLHD, Head, C&HR Lab, @KollingINST; Hon A/Prof MQ University, Chair, @ISHBP Communications, @HyperAHA #SoMe Ed | 13 |
gcfmd | - | 11 |
NMHheartdoc | Chief, #Cardiology at @NorthwesternMed @NMCardioVasc. Magerstadt Professor of Medicine, Vice-Dean, Diversity @NUFeinbergMed. Past President @American_Heart | 8 |
wordfinga | I came... I saw... The rest is on-going... | 7 |
Sinceregrace | Peaceful. Lived in the Chi. all my life. Hobby: Painting in acrylics and oil. A God given talent. It's my passion. I am my true self when I'm painting. | 7 |
ShrillaB | Mum,Interventional Cardiologist, BCIS Council, Aviation Cardiology, Author of Swanton's Cardiology, Prince fan, Pelotonian, chocs!! Views r mine!. 💙 | 7 |
AnthonyCutajar4 | - | 5 |
alaide_chief | Interventional Cardiologist , Milan, Italy EAPCI President Elect, researcher, Neapolitan, love Italy and my family | 4 |
OliverPaulBuck2 | Old and chronically ill I tend to spend my days in the gardengrowing veg, or writing in the shed, see my stories on YouTube https://t.co/3X17bTqf73 | 4 |
MaryamBMD | Intern @cardionerds, Internal Medicine resident at Palisades Medical Center. | 4 |
Tweets per day

Top 10 tweets with highest Retweet count
ID | Text | Retweet count |
---|---|---|
1626451459297386496 | This one hits too close to home. Thank you to my lovely wife @AdrianaDiaz for highlighting the burden of CV disease in Black ppl + solutions to this disparity: only 3% of cardiologists are black! @DrBrider @NMHheartdoc @QuentinYoumans @shirleneobuobi @KBreathettMD @American_Heart https://t.co/sw6qOg6Fpf | 19 |
1625130823534931969 | NIH Funding Priorities 2022 Research Funding Cancer $7.6 Billion Heart Failure (too low a priority to separately categorize?) @HFSA @texhern @jteerlinkmd @NMHheartdoc @JJheart_doc @DLBHATTMD #HFWeek2023 @JCardFail https://t.co/qVjCMJLjcl | 11 |
1625876127133708289 | Thank you @CircAHA @SanaAlkhatib9 for inviting us to contribute to the 2023 @GoRedForWomen issue!All cardiologists have a role to ⬇️maternal mortality! @HeartOTXHeartMD @CardioNerds @HeartBobH @cardio10s @dmljmd @NMHheartdoc @WomenAs1 @Drroxmehran @RBP0612 @MonSangh @kevindharker https://t.co/zUPINYRFJI | 11 |
1626966073210806272 | #RISE2023 @WomenAs1 @womencvdcomm has so many of my inspirational leaders @DrJMieres @drmalissawood @Drroxmehran @VijayKunadian @alaide_chief & yesterday @DrMarthaGulati @NMHheartdoc @Barbara_Casadei @ditchhaporia @athenapoppas @ShelleyWood2 @MariellJessup @sandylewis 🙏 https://t.co/q0xxsfckc8 | 11 |
1626692874875162643 | @womencvdcomm @WomenAs1 #RISE2023💥 💥 powerful msg by Prof @NMHheartdoc 🙏 Begins with asking us to P.A.U.S.E P - pay attention A - acknowledge yr assumptions U - understand yr own perspective S - see your options E - examine your options #Diversity #healthcare #workforce https://t.co/kRlMyxS9cg | 10 |
1626667646040039447 | @ditchhaporia leading the way in #SDOH @WomenAs1 #RISE2023 @DrMarthaGulati @AnastasiaSMihai @alaide_chief @SharonneHayes @DrJMieres @Barbara_Casadei @NMHheartdoc @athenapoppas @AlexBastiany https://t.co/kfv8XFHGRU | 8 |
1625971474392846338 | Have you been following the #AHAWIC daily posts on heart disease in women? Great info and still more to learn! @RBP0612 @HeartBobH @HeartOTXHeartMD @NMHheartdoc @KTamirisaMD @avolgman @GoRedForWomen @American_Heart #HeartHealth Day15 for #HeartMonth https://t.co/PqqRjzV6za | 6 |
1626691200538365975 | " Allyship is not a workplace obligation but a humanity obligation" @NMHheartdoc #MicDrop #RISE2023 @WomenAs1 @CardioNerds | 6 |
1626171602713956352 | @ABCardio1 @JAHA_AHA @American_Heart @ACCinTouch @IllinoisACC @AmericanHeartIL @RushUniversity @rushumedcollege @RBP0612 @avolgman @NMHheartdoc #healthequity #healthadvocacy #globalhealth #hypertension @DrRachelMBond https://t.co/uJPZ84V8oO | 6 |
1626692706289307656 | Closing out day 1 of #RISE2023 with this amazing panel. @DrMarthaGulati @athenapoppas @ditchhaporia @Barbara_Casadei @NMHheartdoc https://t.co/I720h6EthV | 6 |
Top 10 tweets with highest Like count
ID | Text | Like count |
---|---|---|
1626451459297386496 | This one hits too close to home. Thank you to my lovely wife @AdrianaDiaz for highlighting the burden of CV disease in Black ppl + solutions to this disparity: only 3% of cardiologists are black! @DrBrider @NMHheartdoc @QuentinYoumans @shirleneobuobi @KBreathettMD @American_Heart https://t.co/sw6qOg6Fpf | 104 |
1626966073210806272 | #RISE2023 @WomenAs1 @womencvdcomm has so many of my inspirational leaders @DrJMieres @drmalissawood @Drroxmehran @VijayKunadian @alaide_chief & yesterday @DrMarthaGulati @NMHheartdoc @Barbara_Casadei @ditchhaporia @athenapoppas @ShelleyWood2 @MariellJessup @sandylewis 🙏 https://t.co/q0xxsfckc8 | 58 |
1625876127133708289 | Thank you @CircAHA @SanaAlkhatib9 for inviting us to contribute to the 2023 @GoRedForWomen issue!All cardiologists have a role to ⬇️maternal mortality! @HeartOTXHeartMD @CardioNerds @HeartBobH @cardio10s @dmljmd @NMHheartdoc @WomenAs1 @Drroxmehran @RBP0612 @MonSangh @kevindharker https://t.co/zUPINYRFJI | 50 |
1627416496107409409 | Home after a whirlwind weekend in New York @WomenAs1 #RISE …thank you @Drroxmehran for your tireless energy bringing together this outstanding faculty @GeenaDavisOrg @EricDCollins @DrMarthaGulati @SashaShillcutt @BarbaraCasadei8 @azinp @ShelleyWood2 @NMHheartdoc @DrNancySweitzer https://t.co/0Kly5Utc3f | 43 |
1626690526375301128 | Thank you @NMHheartdoc for the thoughtful take on diversity in the healthcare workforce: “How many opportunities have we missed because only 9% of cardiologists are women?” #RISE2023 | 37 |
1626692874875162643 | @womencvdcomm @WomenAs1 #RISE2023💥 💥 powerful msg by Prof @NMHheartdoc 🙏 Begins with asking us to P.A.U.S.E P - pay attention A - acknowledge yr assumptions U - understand yr own perspective S - see your options E - examine your options #Diversity #healthcare #workforce https://t.co/kRlMyxS9cg | 37 |
1625130823534931969 | NIH Funding Priorities 2022 Research Funding Cancer $7.6 Billion Heart Failure (too low a priority to separately categorize?) @HFSA @texhern @jteerlinkmd @NMHheartdoc @JJheart_doc @DLBHATTMD #HFWeek2023 @JCardFail https://t.co/qVjCMJLjcl | 35 |
1626692706289307656 | Closing out day 1 of #RISE2023 with this amazing panel. @DrMarthaGulati @athenapoppas @ditchhaporia @Barbara_Casadei @NMHheartdoc https://t.co/I720h6EthV | 32 |
1625491582417006595 | Community outreach with @LindaSuleimanMD @NorthwesternMed for the #NMScholars program 📚 🌟 Topics of osteoarthritis, joint reconstruction, ACL tears, return to sport, and being a team physician! @NMOrthopaedics @NMHheartdoc 💪🏽 #femalestrong #STEMeducation #thefutureisbright https://t.co/aNT04Ys7Ah | 25 |
1626696142057623578 | Super Panel Discussion @womencvdcomm @WomenAs1 #RISE2023 led by Prof @pamelasdouglas @DrMarthaGulati @athenapoppas @Barbara_Casadei @ditchhaporia @NMHheartdoc 👏👏👏👏👏👏 https://t.co/bnYdVGjqIF | 24 |
Top 3 Languages Used In Tweets

Top 10 Hashtags used
Hashtag | Count |
---|---|
#rise2023 | 39 |
#cardiotwitter | 7 |
#cardiology | 5 |
#wic | 5 |
#hearthealth | 5 |
#micdrop | 5 |
#heartmonth | 4 |
#diversity | 4 |
#cardiologists | 4 |
#equalpay | 3 |
Top 10 Hashtags Used In Tweets

Top 10 mentions
Mention | Count |
---|---|
@nmhheartdoc | 207 |
@drmarthagulati | 80 |
@womenas1 | 78 |
@drroxmehran | 47 |
@womencvdcomm | 43 |
@hragy | 40 |
@ditchhaporia | 40 |
@barbara_casadei | 39 |
@shelleyzieroth | 38 |
@athenapoppas | 38 |
Top 10 mentions

Wordcloud of Tweets

Emojis
Average number of emojis used per tweet
98
Emojis used in tweets
Emoji | Count | Emoji Text |
---|---|---|
👏 | 19 | clapping_hands |
❤️ | 18 | red_heart |
📌 | 18 | pushpin |
🙏 | 14 | folded_hands |
🎉 | 13 | party_popper |
🍾 | 11 | bottle_with_popping_cork |
💥 | 8 | collision |
🫀 | 6 | anatomical_heart |
♥️ | 6 | heart_suit |
👏🏻 | 5 | clapping_hands_light_skin_tone |
Emojis groups
Emoji Group | Count |
---|---|
People & Body | 67 |
Smileys & Emotion | 54 |
Objects | 24 |
Activities | 19 |
Food & Drink | 13 |
Symbols | 12 |
Travel & Places | 7 |
Animals & Nature | 3 |
Flags | 1 |