ZackStieber - Tweet Data Analysis
Tweets Analysis - Keyword: @ZackStieber
Published March 8, 2023
Overview
Tweets covering
10 days
Latest tweet was on
2023-02-19
Earliest tweet was on
2023-02-09
Total number of tweets analysed
646
Average age of authors' accounts
6 years
Summarization
ZackStieber has compiled multiple tweets drawn from the timeline of events regarding postvaccination myocarditis, particularly in teenage boys. He highlights that schools like Cornell, Yale, and M.I.T. have been mandating the vaccines in 2021, despite these events and the lack of trust in the public health system. He brings forth emails from the Center for Disease Control and Prevention, advocating for screening for heart-issues that may arise from the vaccine, and advocates for natural immunity rather than mandating the vaccine in all situations. Lastly, he exposes the lack of response from the FDA and the CDC about the hesitations to further characterize and explore the risks of the vaccine.
Topic Modeling
- Myocarditis/Pericarditis Postvaccination
- Safety of Students in Higher Education
- Confidence in Public Health Authorities
- Pharmaceutical Stonewalling of Research
- Mandating Vaccines for Children and College Students
Emotional Analysis
The emotions expressed in these tweets are mostly anger, frustration, and disbelief. The author is expressing outrage at the lack of action taken by the CDC, FDA, and other institutions in response to the potential side effects of the COVID-19 vaccine, particularly the risk of myocarditis and pericarditis in young people. They are also critical of the decisions to mandate the vaccine for students and children, even when the risks were known. There is a sense of urgency in the tweets, as the author is calling for greater transparency and accountability from these institutions.
Trend Analysis
- Postvaccination myocarditis and pericarditis
- Vaccine safety
- Denial of vaccine signal
- Vaccine mandates
- Healthy vaccination population
Disclaimer: The text analysis on twtdata.com, powered by OpenAI, does not represent the views of twtdata.com or its affiliates. The analysis is for informational purposes only and not an endorsement of any viewpoint.
Types of Tweets
Number of Retweets
126
19% of total
Number of Original tweets
11
1% of total
Number of tweets that were Quotes
26
4% of total
Number of tweets that were Replies
504
78% of total
Number of tweets that contain Hashtags
23
3% of total
Number of tweets that contain Mentions
646
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter Web App | 241 |
| Twitter for iPhone | 228 |
| Twitter for Android | 145 |
| Twitter for iPad | 29 |
| TweetDeck | 1 |
Device Distribution
Top 10 Accounts by Followers
| Username | Name | Bio | Followers count |
|---|---|---|---|
| jjauthor | Janie Johnson - America is Exceptional | THINK AMERICA GREAT! Conservatism. Patriotism. Optimism. Don't Take My Lemonade Stand, Uncommon Sense,0 Slogans. God. Country. Family. #4sUp https://t.co/j92pcSDwQV | 192,462 |
| kksheld | Kris Held,MD | Our Rights come from God, not government. Physician/Patient/Survivor/Wife/Mother of 4 daughters/ SmallBizOwner/Limited Government/ Govt destroyed Medicine/Texan | 139,988 |
| JanJekielek | Jan Jekielek | The @EpochTimes 🗞 Senior Editor 🇨🇦🇺🇸🇵🇱🇭🇰🇹🇼 • @AmThoughtLeader show host • @KashsCorner co-host • https://t.co/Kaf9ohTLbz holocaust documentary 🎦 producer. | 112,390 |
| andrewbostom | Andrew Bostom, MD, MS | Retired Brown U academic internist, epidemiologist & clinical trialist; historical researcher & author https://t.co/pIrCHR7xRk | 65,427 |
| tgradous | Tim Gradous | Horse trainer/Hay farmer, Old Saddle Bronc Rider - Trying to be as good as my 🐶 &🐴 think I am. Democracy killed The Republic. Married #HaySeedHick #JesusSaves | 59,566 |
| scott_cb | ❌Cb Scott❌ 🇺🇸 | 🌟HAPPILY MARRIED🌟 Retired Leo 🇺🇸 Pro-Life #Patriot #NRA #LoveAChirstian #2A #BacktheBlue #ThinBlueLine No DM No DM | 40,619 |
| Ravarora1 | Rav Arora | Essayist. Seen in podcasts with Jordan Peterson, Dr. Drew, Ben Shapiro. Contributor: @NYPost, @GlobeandMail Subscribe to my newsletter: https://t.co/CgovaFquv7 | 36,720 |
| MDinCanada | ConcernedMD | - | 32,633 |
| UnrollHelper | Thread Reader Unroll Helper | I'm a 🤖 bot that helps @threadreaderapp reply requests to unroll Twitter threads. | 30,455 |
| Censored4sure | Luther ‘Cyrus’🕳️🐇💨 | •Activist •Educator •Public speaker •Community •The voice https://t.co/xTE4xHwXle Cash app: $lugguage | 29,267 |
Top 10 Accounts by Friends
| Username | Name | Bio | Followers count |
|---|---|---|---|
| jjauthor | Janie Johnson - America is Exceptional | THINK AMERICA GREAT! Conservatism. Patriotism. Optimism. Don't Take My Lemonade Stand, Uncommon Sense,0 Slogans. God. Country. Family. #4sUp https://t.co/j92pcSDwQV | 67,912 |
| scott_cb | ❌Cb Scott❌ 🇺🇸 | 🌟HAPPILY MARRIED🌟 Retired Leo 🇺🇸 Pro-Life #Patriot #NRA #LoveAChirstian #2A #BacktheBlue #ThinBlueLine No DM No DM | 41,338 |
| tgradous | Tim Gradous | Horse trainer/Hay farmer, Old Saddle Bronc Rider - Trying to be as good as my 🐶 &🐴 think I am. Democracy killed The Republic. Married #HaySeedHick #JesusSaves | 26,902 |
| DCjusticeseeker | JackReacher | ⚖️ We need Justice in DC. | 19,102 |
| kksheld | Kris Held,MD | Our Rights come from God, not government. Physician/Patient/Survivor/Wife/Mother of 4 daughters/ SmallBizOwner/Limited Government/ Govt destroyed Medicine/Texan | 11,804 |
| Cara_TXZEAL | Cara TXZEAL | MAGA Researcher Entrepreneur Health Wellness Weight Loss Nutrition non-GMO Autoimmune News/PoliticsJunkie Conservative | 11,479 |
| warriors_mom | CyberChick | #MilitaryFamily #CyberSecurity Personal IMHO acct here. I ask tough questions. Biracial (Sioux & Swede). #TheMighty200 MN Refugee | 10,400 |
| dawnegray3 | Dawn G 🇺🇸🇮🇱 | 🇺🇲🇮🇱#1A #2A #Independent voting Red in a Blue #TweetLimits_Censorship #TrumpWasRight #HRCspied #WaStateGovernorIsA_Tyrant #Constitution_UpholdIt🇺🇸 | 9,916 |
| EmilyTVproducer | The Cash is Freedom/STOP WAR Barsh Consulting Co. | Podcaster / Μoλων Λαβε 🇺🇸 / free speech / dissident / anti-technocrat / anti-war / thought criminal / truth-speaker / constitutionalist / dum spiro spero | 9,198 |
| DclareDiane | Diane Lange | other | 9,061 |
Most Active Users
| Username | Bio | Number of tweets |
|---|---|---|
| MDinCanada | - | 23 |
| EdV1694 | Free speech absolutist, Enlightenment not Romanticism. The Twitter acct of Robert Kogon: https://t.co/fsKDc6Nd1d Same handle on GETTR. | 19 |
| JoeKristiansen | Canadian living abroad. Views are my own, humor as well. Enjoy your day. | 14 |
| JRJHealey | Founder & CEO @nanosyrinx. Previously, Research Fellow @warwickmed. SynBio, bioinformatics, entrepreneurship. PhD/MSc/BSc/MRSB. Views own and likely sweary. | 12 |
| CournanJane | - | 12 |
| judysimpson222 | I am a no longer retired neonatal nurse living with my lovely husband Tom and Solley the parrot | 12 |
| AngryCardio | “Held in high esteem among medical industry experts.” @SInow | 12 |
| FarbJl | - | 11 |
| pneumophila | Retweets are mostly for revisiting later | 10 |
| jmorrash1 | Retired Law Enforcement, Government Intelligence Analyst, and College Professor. | 8 |
Tweets Per Day
Top 10 Tweets by Retweets
| ID | Text | Retweet count |
|---|---|---|
| 1626228732653629449 | @ZackStieber @anish_koka @VPrasadMDMPH @TracyBethHoeg @MartyMakary Much earlier, Pfizer stonewalled Dr. Mevorach’s efforts to get a handle on Covid-19 mRNA vax-associated myocarditis in Israel https://t.co/98yjsVYDcb https://t.co/6TWn8mcfbK | 34 |
| 1625979827873320962 | @ZackStieber @CdnFreedomGirl I have 394 patients with postvaccination myocarditis or pericarditis. That must be the tiniest hospital ever. | 29 |
| 1625953905493348369 | More FOIA emails from CDC obtained by @ZackStieber. This time about teens with post-vax myocarditis. 🔥🔥🔥 https://t.co/JuQQHh0Q9y | 27 |
| 1625959062151069702 | @ZackStieber My thread from almost 2 years ago: https://t.co/sw7CxeRGd5 | 24 |
| 1626297091784953856 | Read @ZackStieber's whole piece, "NFL Players’ Association Urged to Screen for Heart Issues Over Vaccine Side Effects," below👇 Excerpt from the @theHFDF letter: "Appreciating the NFLPA’s responsibility and commitment towards … | 23 |
| 1624056448048148483 | Messenger RNA Sequences Found in Blood 28 Days After COVID-19 Vaccination by @ZackStieber https://t.co/gE244jb4Gl | 21 |
| 1625973276689268749 | @ZackStieber This is not “a pediatrician”. Jane Newberger is one of the foremost pediatric cardiologists is the world, and an expert of Kawasaki Disease (KD), a close relative to MIS-C. … | 21 |
| 1625106269974429698 | 1/ Many thanks to @ZackStieber for revising his excellent reporting on our healthy RI children C19 vax case to be argued in the RI Supreme Ct 4/13/22 to include the … | 14 |
| 1624055254873526276 | Fauci Says COVID-19 and Influenza Vaccines Don’t Work Well, Calls for Improved Shots “none of the predominantly mucosal respiratory viruses,” such as COVID-19, “have ever been effectively controlled by vaccines.” … | 14 |
| 1626017413383741441 | @ZackStieber And yet those patients would have been classified as “Unvaccinated” in many clinical trials/research as their symptoms onset within 14 days… @profnfenton Always important to remember the CDC shamefully … | 9 |
Top 10 Tweets by Likes
| ID | Text | Like count |
|---|---|---|
| 1625979827873320962 | @ZackStieber @CdnFreedomGirl I have 394 patients with postvaccination myocarditis or pericarditis. That must be the tiniest hospital ever. | 162 |
| 1625959448341520386 | @ZackStieber @contrarian4data May 2021... I'm the meantime it's 2023, and schools like @Cornell @Yale and @mit still think it's acceptable to endanger their students. | 113 |
| 1625969721622364166 | @ZackStieber So all of this going on and they STILL came out in June and recommended a SECOND SHOT, even if a teenage boy had experienced myocarditis after the first. … | 111 |
| 1625959062151069702 | @ZackStieber My thread from almost 2 years ago: https://t.co/sw7CxeRGd5 | 109 |
| 1626228732653629449 | @ZackStieber @anish_koka @VPrasadMDMPH @TracyBethHoeg @MartyMakary Much earlier, Pfizer stonewalled Dr. Mevorach’s efforts to get a handle on Covid-19 mRNA vax-associated myocarditis in Israel https://t.co/98yjsVYDcb https://t.co/6TWn8mcfbK | 99 |
| 1625979352675676168 | @ZackStieber And yet they mandated them for kids and college students anyway. All trust destroyed, so much harm done. Infuriating. | 94 |
| 1625973276689268749 | @ZackStieber This is not “a pediatrician”. Jane Newberger is one of the foremost pediatric cardiologists is the world, and an expert of Kawasaki Disease (KD), a close relative to MIS-C. … | 86 |
| 1625953905493348369 | More FOIA emails from CDC obtained by @ZackStieber. This time about teens with post-vax myocarditis. 🔥🔥🔥 https://t.co/JuQQHh0Q9y | 84 |
| 1626002135212228608 | @AstorAaron @ZackStieber What happened was ongoing denial of a signal, silence while mandates were issued, and “coordinating” with the head of the Pfizer Pediatric vaccine committee and AAP. From my … | 60 |
| 1626017413383741441 | @ZackStieber And yet those patients would have been classified as “Unvaccinated” in many clinical trials/research as their symptoms onset within 14 days… @profnfenton Always important to remember the CDC shamefully … | 56 |
Top Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #myocarditis | 3 |
| #cdc | 3 |
| #covid19 | 3 |
| #thingsthatmakeyougohmm | 2 |
| #covid | 2 |
| #fauci | 2 |
| #vaccine | 2 |
| #criminals | 2 |
| #defundthecdc | 2 |
| #democide | 2 |
Top 10 Mentions
| Mention | Count |
|---|---|
| @zackstieber | 649 |
| @epochtimes | 96 |
| @rwalensky | 75 |
| @martinkulldorff | 74 |
| @cdnfreedomgirl | 31 |
| @witchdrtim | 28 |
| @angrycardio | 25 |
| @mdincanada | 24 |
| @jrjhealey | 23 |
| @contrarian4data | 20 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
11
Emojis Used
| Emoji | Count | Emoji Text |
|---|---|---|
| 👇 | 11 | backhand_index_pointing_down |
| 😂 | 9 | face_with_tears_of_joy |
| 🔥 | 8 | fire |
| 🧵 | 4 | thread |
| 🤔 | 4 | thinking_face |
| 🇺🇸 | 3 | United_States |
| ✌️ | 3 | victory_hand |
| 👏 | 3 | clapping_hands |
| 😊 | 2 | smiling_face_with_smiling_eyes |
| 😳 | 2 | flushed_face |
Emoji Groups
| Emoji Group | Count |
|---|---|
| Smileys & Emotion | 32 |
| People & Body | 22 |
| Travel & Places | 10 |
| Activities | 4 |
| Flags | 3 |
| Symbols | 2 |
| Food & Drink | 1 |
| Animals & Nature | 1 |
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