Tweets Analysis - Keyword: @ACCinTouch
Overview
Total number of tweets analysed
1,507
Earliest tweet was on
2023-02-11
Latest tweet was on
2023-02-21
Tweets covering
10 days
Average age of authors' accounts
7 years
Summarization
The leading cause of myocarditis is now regarded to be COVID-19 vaccination, and it is the #1 diagnosis for cardiac arrest without prior heart disease. Clinics need an approach to deal with clinical and subclinical diseases and some have implemented a Big Ten university protocol to do so. Autopsy studies show that around 70-80% of deaths following the vaccine are linked to it. The topics of vaccines, cardiac arrest, and treatment have been discussed, as well as the importance of diversity in cardiology and establishing cardiac monitoring after receiving the vaccine.
Topic Modeling
- Myocarditis, COVID-19 Vaccination and Cardiac Arrest
- Vaccine-related Injuries
- Healthcare Equity and Diversifying Cardiology Specialty
- Patient Access to Care
- Automatic External Defibrillators (AEDs)
Emotional Analysis
The tweets express a range of emotions, from fear and urgency about the potential dangers of COVID-19 vaccination, to pride and hope in the potential for diversifying the cardiology field and expanding access to lifesaving treatments. The tweets also express a sense of determination to get the facts out and to do whatever is necessary to protect people's health.
Trend Analysis
- Leading cause of Myocarditis: COVID-19 Vaccination
- Potential Cardiac Injuries from Vaccines
- Importance of Medical Status and Dosing
- Promoting Diversity in Cardiology
- Access to Quality Heart Care
Types of Tweets
Number of Retweets
535
Percentage of total tweets
35%
Number of Original tweets
260
Percentage of total tweets
17%
Number of tweets that contain Mentions
1,507
Percentage of total tweets
100%
Number of tweets that were Replies
647
Percentage of total tweets
42%
Number of tweets that were Quotes
168
Percentage of total tweets
11%
Number of tweets that contain Hashtags
685
Percentage of total tweets
45%
Top 5 devices used to tweet
| Source | Count |
|---|---|
| Twitter for iPhone | 818 |
| Twitter Web App | 310 |
| Twitter for Android | 267 |
| Twitter for iPad | 26 |
| GoliBot | 21 |
What devices were used to tweet
Top 10 accounts with highest followers count
| Username | Name | Bio | Followers count |
|---|---|---|---|
| P_McCulloughMD | Peter A. McCullough, MD, MPH™ | Public figure, author, physician, news commentator, analysis of pandemic response. Turn notifications on! #courageousdiscourse https://t.co/3JrlSdl80J | 768,159 |
| pikaso_me | Pikaso (Screenshot Bot) | 1️⃣ Follow me 2️⃣ Reply to any tweet 3️⃣ Write "@pikaso_me screenshot this" 🎯 DM @soheilpro for paid promotion & ads. | 173,362 |
| ACCinTouch | American College of Cardiology | Official American College of Cardiology account. Join us to transform cardiovascular care & improve heart health. Find us: @JACCJournals @Cardiology | 130,268 |
| JACCJournals | JACC Journals | Official account representing the ACC's #JACCJournals, one of the most widely read & most impactful CV journal programs in the world. @ACCinTouch #JACC | 89,714 |
| Storiesofinjury | COVID VACCINE INJURIES .COM | #believetheinjured 💔 All tweets archive to our website and telegram channel: https://t.co/0A8BPWmNav | 61,870 |
| mmamas1973 | Mamas A. Mamas | Professor of Interventional Cardiology @KeeleUniversity. Research interests: CV Epidemiology. AE Circulation: Cardiovascular Interventions. TCTMD. EAPCI. Hiking | 57,127 |
| DrMarthaGulati | Dr. Martha Gulati ♥️🫀❤️🩹🇨🇦 | Cardiologist, ❤️🩹Expert in Women & Heart Disease, Prevention, Author 'Saving Women's Hearts’- Heals 💔 President of ASPC #earlyinterventionalist @CedarsSinai | 50,851 |
| CardiologyToday | Cardiology Today | The content you need, when you need it. | 48,916 |
| worldheartfed | World Heart Federation | We connect and inspire the global cardiovascular community to achieve stronger health systems and healthier hearts. #UseHeart ❤️ | 35,898 |
| HeartOTXHeartMD | John P Erwin III MD FACC | #Husband #Father #BigPoppy #MayoClinic trained #Cardiologist. ✭ Highly Educated- seeking #Wisdom ✭ “A Cheerful #Heart is Good #Medicine “#Proverbs17:22 ✭🫀🏈 | 35,119 |
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 |
| pash22 | Ash Paul | Public Hlth Dr,interested in evid-based health services commissioning,clinical leadership & hlth policy.My views are my own,RTs are no endorsements | 33,489 |
| HeartOTXHeartMD | John P Erwin III MD FACC | #Husband #Father #BigPoppy #MayoClinic trained #Cardiologist. ✭ Highly Educated- seeking #Wisdom ✭ “A Cheerful #Heart is Good #Medicine “#Proverbs17:22 ✭🫀🏈 | 27,476 |
| NahBabeeNah | NahBabeeNah | “Freedom (n.): To ask nothing. To expect nothing. To depend on nothing.” - Ayn Rand. Had 167k followers until 1/8/20... Pronouns: Shklee/Shklim/Shkler | 25,173 |
| WearablesExpert | João Bocas,🗣The Wearables Expert ™⌚️#ViVE2023 | I am on a mission to fix Healthcare | World’s #1 Digital Health Influencer 💊| CEO @DigitalSalutem #DigitalHealth #HealthcareUncomplicated | 22,973 |
| FriedbergEric | Eric Friedberg MD | MD interested in solving complex problems using creative solutions in a community dedicated to translating thought into action. Family trips with our dogs key. | 13,450 |
| alumilynn | Lynnlee Mavakay🦠🧬🍊C, D, Zinc ionophore. | 🇺🇸 🌎💕I see the world beyond indoctrinated norms. See and/or follow my older account @lynnleemavakay.🦠🧠🧩📈🙏🍊✊. | 11,842 |
| AnkurKalraMD | Ankur Kalra | Interventional Cardiologist, @MyFranciscan | CEO, @makeadentorg |🫀🎙Host—Parallax, @radcliffeCARDIO | Co-CEO, @kalrahospitals | ✍️—@ibadahthebook | @TEDx 🗣 | 11,442 |
| CardioNerds | CardioNerds | ❤️🤓 Our mission is to democratize cardiovascular education. Co-founders: @AmitGoyalMD & @Dr_DanMD https://t.co/7djeBboTQV #CardsJC #NarrativesInCardiology | 10,920 |
| ErinMichos | Erin D. Michos, M.D. | Johns Hopkins Medicine. Associate Professor, Cardiology. Co-Editor in Chief @AJPCardio. #WomenHeartHealth #CardioObstetrics #cvPrev #echofirst She/her #BeKind | 9,676 |
Most active users
| Username | Bio | Number of tweets |
|---|---|---|
| wordfinga | I came... I saw... The rest is on-going... | 35 |
| DrToniyaSingh | #Cardiologist wife,mom,daughter,sister,friend #ACCWIC ,Optimist,Avid Reader,Daily Learner,World Traveler #SoMe #faceofcardiology #Cardiotwitter | 33 |
| HFnursemaghee | Diversity, Equity and Inclusion at American College of Cardiology | Nurse | Advocate | Ally | Opinions are my own | she/her/hers | #ACCDiversity | #ACCCVT | 28 |
| Goli_Bot | Cardiology related information. No medical advice intended. | 21 |
| craig_hollowell | I'm a father of 7 ,small business owner ,husband ,brother ,logically minded ,mechanical engineering trained.. freedom lover and fighter. no time for the BS. | 20 |
| ROHITPANWAR2010 | LOVE & SUPPORTS UNICEF & WORLD HEALTH ORGANIZATION | 18 |
| carissamgaine | Born in South & raised in Nation's Capital #faith #family #fitness #health #charity #mothers #babies #healthcare #leadership #infantloss #travel Opinions My Own | 15 |
| Jcontreras75 | Advanced Heart Failure and Transplant Cardiologist, Director HF Network, Director Diversity and Inclusion. one for all and all for one, Equity | 14 |
| CardiologyToday | The content you need, when you need it. | 13 |
| P_McCulloughMD | Public figure, author, physician, news commentator, analysis of pandemic response. Turn notifications on! #courageousdiscourse https://t.co/3JrlSdl80J | 12 |
Tweets per day
Top 10 tweets with highest Retweet count
| ID | Text | Retweet count |
|---|---|---|
| 1626744353468162051 | Leading cause of myocarditis is COVID-19 vaccination. Every clinic needs an approach for clinical and subclinical disease. It’s #1 in DDX of cardiac arrest without prior heart disease. #courageousdiscourse @DrAseemMalhotra @USFreedomFlyers @AussieFlyers @ACCinTouch https://t.co/2mAIcLryO6 | 1811 |
| 1627780116364382210 | Tip of the iceberg! Autopsy studies show 70-80% of deaths after #COVIDVACCINE are directly due to the injection itself! #courageousdiscourse @ACCinTouch @American_Heart @FDArecalls @CDCDirector @DrCaliff_FDA @HHSGov https://t.co/y27HmvC5V4 https://t.co/nZd59IFLbe | 691 |
| 1626445540937572352 | Need status, brand(s) dose 1 2 3 + “Until Proven Otherwise”. #courageousdiscourse @DrAseemMalhotra @American_Heart @acsmnews @ACCinTouch @stkirsch https://t.co/bYwQUYZPxU https://t.co/JFCBUuwe6e | 282 |
| 1626372213174829058 | Need vax status all players, blood hs-troponin, BNP, galectin-2, ST2, ECG, echo, and if abnl cMRI. Follow Big Ten myocarditis protocol in '20, see Daniels et al, JAMA. @NFL @McKinneyFMTX @MelissaProcter8 @ACCinTouch @American_Heart @ACSMNews https://t.co/2OGrlRPpqI | 245 |
| 1626446003611267073 | Texas man survives heart attack after wedding | https://t.co/8RLzliywS9—myocarditis Need status, dose 1 2 3 + “Until Proven Otherwise”. #courageousdiscourse @DrAseemMalhotra @American_Heart @ACCinTouch @stkirsch https://t.co/bYwQUYZPxU https://t.co/imx0nhEMrX | 185 |
| 1626328796998795264 | Kostoff, TSN: comprehensive analysis of cardiac C19 vaccine injuries (heart attack, blood clots) with many important inferences. About half of events happen < 2 weeks--need ED POA after shot. @McKinneyFMTX @McKinneyFMTX @ACCinTouch @American_Heart https://t.co/4xwWkV9SRz | 100 |
| 1626322597259448322 | Out today!! 2023 ACC/AHA/SCAI Advanced Training Statement on Interventional Cardiology https://t.co/HbTfH5xYOK @ACCinTouch @JACCJournals @SCAI @AHAScience @adnanalkhouli @ColumbiaCardio @HeartValveCntr https://t.co/NT4vKFp0Pm | 82 |
| 1626444163217776640 | @DrJamesOlsson Need status, dates dose 1 2 3 + “Until Proven Otherwise”. #courageousdiscourse @DrAseemMalhotra @American_Heart @ACCinTouch @stkirsch https://t.co/bYwQUYZPxU | 46 |
| 1624457977959796737 | Say “Hello” to the future of 🫀: approximately 60 Hispanic IM residents who aspire to be cardiologists. Our pledge: to demystify the specialty and provide mentorship to help you be a competitive fellowship applicant. @ACCinTouch is serious about diversifying our specialty! https://t.co/rX0PIiUyLD | 41 |
| 1625594712546500633 | The @ACCinTouch Interventional Council has released a new review, taking a firm stance on the role of imaging for PCI guidance. “It's critically important that we start to make intravascular imaging the standard of care in PCI,” @DrAmirKaki said. https://t.co/hMpdA9UgyZ https://t.co/7rkUUMbErp | 18 |
Top 10 tweets with highest Like count
| ID | Text | Like count |
|---|---|---|
| 1626744353468162051 | Leading cause of myocarditis is COVID-19 vaccination. Every clinic needs an approach for clinical and subclinical disease. It’s #1 in DDX of cardiac arrest without prior heart disease. #courageousdiscourse @DrAseemMalhotra @USFreedomFlyers @AussieFlyers @ACCinTouch https://t.co/2mAIcLryO6 | 4106 |
| 1627780116364382210 | Tip of the iceberg! Autopsy studies show 70-80% of deaths after #COVIDVACCINE are directly due to the injection itself! #courageousdiscourse @ACCinTouch @American_Heart @FDArecalls @CDCDirector @DrCaliff_FDA @HHSGov https://t.co/y27HmvC5V4 https://t.co/nZd59IFLbe | 1595 |
| 1626445540937572352 | Need status, brand(s) dose 1 2 3 + “Until Proven Otherwise”. #courageousdiscourse @DrAseemMalhotra @American_Heart @acsmnews @ACCinTouch @stkirsch https://t.co/bYwQUYZPxU https://t.co/JFCBUuwe6e | 849 |
| 1626372213174829058 | Need vax status all players, blood hs-troponin, BNP, galectin-2, ST2, ECG, echo, and if abnl cMRI. Follow Big Ten myocarditis protocol in '20, see Daniels et al, JAMA. @NFL @McKinneyFMTX @MelissaProcter8 @ACCinTouch @American_Heart @ACSMNews https://t.co/2OGrlRPpqI | 679 |
| 1626446003611267073 | Texas man survives heart attack after wedding | https://t.co/8RLzliywS9—myocarditis Need status, dose 1 2 3 + “Until Proven Otherwise”. #courageousdiscourse @DrAseemMalhotra @American_Heart @ACCinTouch @stkirsch https://t.co/bYwQUYZPxU https://t.co/imx0nhEMrX | 653 |
| 1624457977959796737 | Say “Hello” to the future of 🫀: approximately 60 Hispanic IM residents who aspire to be cardiologists. Our pledge: to demystify the specialty and provide mentorship to help you be a competitive fellowship applicant. @ACCinTouch is serious about diversifying our specialty! https://t.co/rX0PIiUyLD | 326 |
| 1626328796998795264 | Kostoff, TSN: comprehensive analysis of cardiac C19 vaccine injuries (heart attack, blood clots) with many important inferences. About half of events happen < 2 weeks--need ED POA after shot. @McKinneyFMTX @McKinneyFMTX @ACCinTouch @American_Heart https://t.co/4xwWkV9SRz | 268 |
| 1626322597259448322 | Out today!! 2023 ACC/AHA/SCAI Advanced Training Statement on Interventional Cardiology https://t.co/HbTfH5xYOK @ACCinTouch @JACCJournals @SCAI @AHAScience @adnanalkhouli @ColumbiaCardio @HeartValveCntr https://t.co/NT4vKFp0Pm | 241 |
| 1626444163217776640 | @DrJamesOlsson Need status, dates dose 1 2 3 + “Until Proven Otherwise”. #courageousdiscourse @DrAseemMalhotra @American_Heart @ACCinTouch @stkirsch https://t.co/bYwQUYZPxU | 139 |
| 1627304948659634177 | Find your #RISE Back in @CentralParkNYC Revived, Inspired , Strengthened and Energized @WomenAs1 @womencvdcomm @American_Heart #CardioTwitter @ACCinTouch #WIC https://t.co/r2HXxzObf3 | 81 |
Top 3 Languages Used In Tweets
Top 10 Hashtags used
| Hashtag | Count |
|---|---|
| #cvsummit | 143 |
| #acc23 | 113 |
| #cardiotwitter | 96 |
| #accimprogram | 57 |
| #wccardio | 39 |
| #cardiology | 39 |
| #accdiversity | 39 |
| #thefaceofcardiology | 35 |
| #accfit | 28 |
| #heartfailure | 24 |
Top 10 Hashtags Used In Tweets
Top 10 mentions
| Mention | Count |
|---|---|
| @accintouch | 1518 |
| @p_mcculloughmd | 370 |
| @draseemmalhotra | 279 |
| @american_heart | 277 |
| @usfreedomflyers | 194 |
| @aussieflyers | 190 |
| @drquinncapers4 | 117 |
| @scai | 92 |
| @stkirsch | 85 |
| @acsmnews | 73 |
Top 10 mentions
Wordcloud of Tweets
Emojis
Average number of emojis used per tweet
48
Emojis used in tweets
| Emoji | Count | Emoji Text |
|---|---|---|
| 🫀 | 60 | anatomical_heart |
| 👏 | 51 | clapping_hands |
| ❤️ | 37 | red_heart |
| ➡️ | 23 | right_arrow |
| ♥️ | 21 | heart_suit |
| ✔️ | 20 | check_mark |
| ✅ | 18 | check_mark_button |
| 🙏 | 15 | folded_hands |
| 👇 | 15 | backhand_index_pointing_down |
| 💉 | 13 | syringe |
Emojis groups
| Emoji Group | Count |
|---|---|
| People & Body | 240 |
| Symbols | 146 |
| Smileys & Emotion | 142 |
| Objects | 78 |
| Activities | 51 |
| Travel & Places | 31 |
| Flags | 23 |
| Food & Drink | 10 |
| Animals & Nature | 7 |